S&P Global Q4 2022 Earnings Report

S&P Global EPS Results

• Actual EPS: $2.54
• Consensus EPS: $2.47
• Beat/Miss: Beat by +$0.07
• One Year Ago EPS: $3.15

S&P Global Revenue Results

• Actual Revenue: $2.94 billion
• Expected Revenue: $2.88 billion
• Beat/Miss: Beat by +$58.52 million
• YoY Revenue Growth: +40.70%

S&P Global Announcement Details

• Quarter: Q4 2022
• Date: 2/9/2023
• Time: Before Market Opens
• Conference Call Date: Thursday, February 9, 2023
• Conference Call Time: 8:30AM ET

S&P Global (NYSE:SPGI) is a leading provider of financial information, analytics and benchmark indices that serve investors, issuers, corporations and public institutions worldwide. The company operates through well-known businesses that include credit ratings, market intelligence and index licensing, as well as commodity and energy information services. Its products and services are used to assess creditworthiness, inform investment decisions, construct and track benchmark portfolios, and support risk and commodity market analysis.

S&P Global Ratings provides independent credit ratings, research and data used by fixed income investors and capital market participants to evaluate issuer and transaction risk. S&P Dow Jones Indices maintains widely followed equity and fixed-income benchmarks, including the S&P 500 and related products that underpin index-linked investment vehicles. S&P Global Market Intelligence and S&P Global Commodity Insights (formerly Platts) supply data, analytics, and research across sectors such as banking, energy, commodities and corporate finance, delivering tools for valuation, workflow integration and sector-specific market intelligence.

The company serves a global client base from its headquarters in New York and through regional offices in major financial centers. Its offerings include subscription data platforms, proprietary analytics, credit assessments, index licensing, benchmark calculation and market reporting. These capabilities are integrated into workflows for asset managers, investment banks, corporate treasuries, government entities and commodity traders, enabling decision‑making across capital markets and commodity markets.

S&P Global traces its corporate heritage to established market information businesses and adopted the S&P Global name following a rebranding from McGraw Hill Financial. The firm is led by a senior management team responsible for steering its strategic focus on data, analytics and benchmarks; its leadership emphasizes expanding digital platforms and analytics offerings to meet evolving client needs across regions and asset classes.

S&P Global Q4 2022 Earnings Call Transcript

Key Takeaways

• 2022 resilience and diversification: Despite a 26% decline in ratings revenue driven by a 28% drop in global debt issuance, S&P Global grew its other businesses by 6%, kept adjusted expenses flat and preserved margins.
• Merger synergies exceeded: Following the IHS Markit merger, the company delivered $276 million in cost synergies in 2022—more than 20% above target—and achieved a $422 million annualized run rate covering 70% of the goal within 10 months.
• 2023 financial outlook: S&P Global expects 4–6% revenue growth (6–8% excluding Engineering Solutions), 10–12% EPS growth, and targets $510 million in cost synergies plus $60 million in revenue synergies.
• Sustainability and energy transition momentum: ESG and climate revenues grew 50% to $247 million in 2022, with forecasted growth of over 30% in 2023 and sustainable ETF AUM reaching $40 billion.
• Tech and AI investment: A long-term partnership with Amazon AWS will optimize cloud spending, while Kensho’s AI/ML expertise—such as large language models—will accelerate innovation across S&P Global’s platforms.

Presentation

[Operator]

Good morning, welcome to S&P Global's fourth quarter and full year 2022 earnings conference call. I'd like to inform you that this call is being recorded for broadcast. All participants are in a listen-only mode. We will open the conference to questions and answers after the presentation, and instructions will follow at that time. To access the webcast and slides, go to investor.spglobal.com. If you need any additional technical assistance, please press star zero and I will assist you momentarily. I would now like to introduce Mr. Mark Grant, Senior Vice President of Investor Relations for S&P Global. Sir, you may begin.

[Mark Grant, SVP of Investor Relations and Treasurer at S&P Global]

Good morning. Thank you for joining today's S&P Global fourth quarter and full year 2022 earnings call. Presenting on today's call are Doug Peterson, President and Chief Executive Officer, and Ewout Steenbergen, Executive Vice President and Chief Financial Officer. For the Q&A portion of today's call, we will also be joined by Adam Kansler, President of S&P Global Market Intelligence, and Martina Cheung, President of S&P Global Ratings. We issued a press release with our results earlier today. If you need a copy of the release and financial schedules, they can be downloaded at investor.spglobal.com. The matters discussed in today's conference call may contain forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995, including projections, estimates, and descriptions of future events.

[Mark Grant, SVP of Investor Relations and Treasurer at S&P Global]

Any such statements are based on current expectations and current economic conditions and are subject to risks and uncertainties that may cause actual results to differ materially from results anticipated in these forward-looking statements. A discussion of these risks and uncertainties can be found in our Forms 10-K, 10-Q, and other periodic reports filed with the U.S. Securities and Exchange Commission. In today's earnings release and during the conference call, we're providing non-GAAP adjusted financial information. This information is provided to enable investors to make meaningful comparisons of the company's operating performance between periods and to view the company's business from the same perspective as management. The earnings release contains exhibits that reconcile the difference between the non-GAAP measures and the comparable financial measures calculated in accordance with U.S. GAAP. I would also like to call your attention to a specific European regulation.

[Mark Grant, SVP of Investor Relations and Treasurer at S&P Global]

Any investor who has or expects to obtain ownership of 5% or more of S&P Global should contact Investor Relations to better understand the potential impact of this legislation on the investor and the company. We're aware that we have some media representatives with us on the call. This call is intended for investors, and we would ask that questions from the media be directed to our media relations team, whose contact information can be found in the press release. At this time, I would like to turn the call over to Doug Peterson. Doug.

[Doug Peterson, President and CEO at S&P Global]

Thank you, Mark. Welcome to everyone joining today's earnings call. We're looking forward to a very exciting and innovative year at S&P Global. As we shared with you at Investor Day, we're accelerating the pace of innovation and taking advantage of all we have to drive profitable growth over the next three to five years. In 2022, we built on our incredible history at S&P Global to position the company to create significant value for our customers, our people, and our shareholders in 2023. 2022 was a year of resilience, decisive action, and discipline.

[Doug Peterson, President and CEO at S&P Global]

As we look at our financial highlights, I want to remind you that the financial metrics that we'll be discussing today refer to non-GAAP adjusted metrics for the current period and for our 2023 adjusted guidance and non-GAAP pro forma adjusted metrics in the year ago period, unless explicitly called out as GAAP. Adjusted results also exclude the contribution from previously divested businesses in all periods. Adjusted revenue decreased 4% or 3% on a constant currency basis. As everyone on this call knows, we saw dramatic decreases in debt issuance, which drove the decline in our revenue and earnings. What you would not be able to tell from the headline revenue growth rate is that our business has become far more diversified and resilient.

[Doug Peterson, President and CEO at S&P Global]

While we saw a 26% decrease in our Ratings revenue, the vast majority of that decrease was offset by a 6% growth in our other businesses. That growth came despite FX headwinds, an unstable macroeconomic environment, and the suspension of our commercial operations in Russia. We also took decisive action to preserve margins in 2022. Despite significant inflation throughout the year, we were able to keep our adjusted expenses relatively flat year-over-year due to outperformance on our cost synergies and management actions around incentive compensation, discretionary spending, and the timing and prioritization of strategic investments. Our teams have a lot to be proud of, and we've done a remarkable job setting the company up for a strong 2023. We introduced our initial guidance today, which includes 4%-6% revenue growth and a 10%-12% EPS growth.

[Doug Peterson, President and CEO at S&P Global]

Importantly, we're not moving Engineering Solutions to discontinued operations, so both of these figures include the half year contribution we expect from Engineering Solutions in 2023. Excluding the impact of Engineering Solutions, we would have expected revenue growth to be approximately 6%-8%. Amongst the impactful accomplishments in 2022, we completed our merger with IHS Markit and took important steps to optimize both our operations and portfolio of businesses. We optimized our capital structure as well, lowering our average cost of debt at fixed rates, protecting our earnings from further interest rate volatility. We introduced a bold strategic vision at our Investor Day, Powering Global Markets, and outlined our key growth priorities for the next few years. We're looking forward to updating our investors on our progress against those initiatives as we move forward.

[Doug Peterson, President and CEO at S&P Global]

We also continue to shape the secular transition from active to passive asset management, just last month celebrated the 30th anniversary of the first index-based ETF, which was based on our S&P 500 index. As we look to the strategic initiatives we had at the beginning of 2022, it's clear that we continue to make great strides. We outperform our original 2022 cost synergy targets by more than 20%, generating $276 million in cost synergies fully realized in 2022 compared to original target of $210 million-$240 million. We successfully integrated our major infrastructure software systems, including what our ERP vendor told us was the fastest integration ever for a company of our size. We continued to drive commercial momentum, generating nearly 7,000 synergy cross-sell referrals post-merger.

[Doug Peterson, President and CEO at S&P Global]

We also made great progress with our strategic investments and our transformational initiative to optimize our technology spend. Lastly, we continued our relentless focus on making sure S&P Global remains a destination of choice for our people and candidates. Our internal people survey indicated 90% or more of our employees endorse our culture and our efforts in diversity. We continued to invest for long-term growth in 2022. We made several small acquisitions to bolster and round out our offerings in private market solutions, as well as sustainability and energy transition. We also had several important new product launches and upgrades that will drive customer value and financial performance in 2023 and beyond. We took steps to optimize the portfolio of businesses at S&P Global.

[Doug Peterson, President and CEO at S&P Global]

We made several merger-related divestitures that were required by regulators, but we also decided to divest the engineering solutions division and announced an agreement to sell the business to KKR. These decisions help position S&P Global in growth markets where we can leverage our strengths across the entire business. As always, we will continue to be disciplined stewards of the business and periodically review the portfolio of assets to determine the optimal structure at any given time. Shifting to our financial performance, the largest macro contributor to our 2022 results has been the sharp decrease in global debt issuance, which continued to deteriorate as we move through 2022. For the full year, we saw a 28% decrease in global rated issuance or a 31% decrease when including the impact of leveraged loans.

[Doug Peterson, President and CEO at S&P Global]

This is particularly noticeable in high yield issuance, which decreased 77% from the extraordinarily high levels we saw in 2021. The issuance environment certainly impacted our financials in 2022, but we were pleased with the execution from the teams across the company despite those challenges. As I mentioned previously, our aggregate financial results provide clear evidence of our commitment to disciplined execution. Excluding the ratings business, revenue growth would have been 6% in 2022, and adjusted operating margin would have expanded by approximately 200 basis points. Ewout will discuss the fourth quarter financials in a moment. Each of our divisions performed admirably in 2022. We saw positive revenue growth in four of our six divisions and constant currency growth in five of our six divisions.

[Doug Peterson, President and CEO at S&P Global]

We believe the strength and discipline shown in 2022 sets us up for a return to positive overall revenue growth and margin expansion in 2023. We continue to deliver impressive results in Sustainable1. In 2022, we grew ESG and climate revenue by 50% year-over-year to more than $200 million. As we outlined at Investor Day, and as you'll see in the appendix, we've updated our methodology beginning in 2023 to include all of our sustainability and energy transition products, and we'll be disclosing sustainability and energy transition revenues rather than just ESG revenue going forward. Under the new methodology, we generated $247 million in 2022, and we expect growth of more than 30% from that base in 2023. We ended 2022 with ESG ETF AUM reaching $40 billion.

[Doug Peterson, President and CEO at S&P Global]

That growth is particularly impressive when you consider it is the net impact of an 18% increase in AUM from net flows and a 14% reduction in AUM from price depreciation, resulting in 4% net growth year-over-year. We continued to launch new indices based on climate or sustainability factors in 2022, including the new S&P/BMV Green, Social and Sustainable Target Duration Bond Index. We also launched new products in Market Intelligence, Commodity Insights, and Mobility. Within Ratings, we completed 133 sustainable financing opinions, 33 green evaluations, and 100 second-party opinions. At the core of our sustainability efforts are the Corporate Sustainability Assessments. These remain a key differentiator versus our competitors as they enable us to collect an enormous amount of data directly from corporations around the world.

[Doug Peterson, President and CEO at S&P Global]

For the methodology year that ends in March 2023, we have already increased CSA survey participation to more than 2,900 companies, representing a 30% growth year-over-year. We expect more than 3,000 companies to participate by the end of March. The company also continued to advance its own industry-leading practices in sustainability. We issued our 11th annual sustainability impact report and 4th annual TCFD report. We launched $1.25 billion in sustainability-linked notes and adopted the sustainability-linked bond framework. We ensured the long-term funding for the S&P Global Foundation via a one-time grant of $200 million. Our efforts continue to receive recognition from several leading third parties. I'd now like to shift the presentation to our outlook for 2023. The latest global refinancing study was issued earlier this month.

[Doug Peterson, President and CEO at S&P Global]

The total amount of global debt maturing in this study is $11.1 trillion over the next 5 years. This is actually up 3% from the study a year ago and up 7% from last year's study when looking out over the full nine years. Importantly, this shows us how the maturities have evolved over the next few years. While 2023 expected maturities have unsurprisingly decreased over the course of 2022, if we look at maturities in the years 2025-2027, we see a 12% increase from last year's study. That increase jumps to 23% looking at maturities in 2027-2029. The bottom line is that there is a very healthy pipeline of debt maturities coming over the next several years.

[Doug Peterson, President and CEO at S&P Global]

Looking at total rated debt outstanding, we continue to see a compound growth rate of 5% and a continued year-over-year increase in total debt outstanding on a constant currency basis. Historically, outstanding debt usually gets refinanced, and we don't see any reason why this decades-long trend would change. After marked declines in issuance in 2022, our ratings research group anticipates that issuance will return to positive growth in 2023. The forecast calls for issuance gains of 8.5% for non-financials, 3% for financial services, 5% for U.S. public finance, and a decrease in structured finance of 7%. Please note that this is an issuance forecast, not a revenue forecast, and does not include leverage loans. Our financial results and guidance are more closely tied to billed issuance, which can differ materially from market issuance as we have described in recent quarters.

[Doug Peterson, President and CEO at S&P Global]

For 2023, we expect billed issuance to be up approximately 2%-6% for the full year. Let's move to the latest view from our economists. They're forecasting global GDP growth of 2.2% in 2023. While GDP growth is expected to be positive, we also expect it to be a story of two halves. Right now we're assuming a mild recession in the first half, followed by stabilization in the second half. Each year, we carefully assess the external factors facing the company. This slide depicts those that we think are most important going into 2023. There are a number of potential positive impacts this year and potential headwinds, many of which we've outlined on this slide. There are also a number of factors that could impact our business positively or negatively, or different ways in different parts of the business.

[Doug Peterson, President and CEO at S&P Global]

Volatility in the equities and commodities markets is a great example, as it can be a headwind to certain parts of our business while serving as a tailwind to global trading services and commodity insights and exchange traded derivatives in our indices business. While we certainly aren't immune to the macroeconomic environment, we're confident that investing for growth in these times of uncertainty and through the cycle is the right way to create long-term shareholder value. While others may give in to the temptation to hunker down, we want to make sure that we're aggressively taking the steps to position S&P Global for years of profitable growth. That's why I'm so excited to finish my prepared remarks on this slide. We're optimizing our technology spend for growth. We're leveraging the most powerful platforms available to make sure our product development teams can rapidly bring new features and products to market.

[Doug Peterson, President and CEO at S&P Global]

We recently announced a long-term strategic partnership with Amazon AWS to further the technology vision we laid out for you at Investor Day. This agreement allows us to consolidate contracts and drive long-term savings through a collaborative relationship with one of the world's most innovative technology companies. Kensho continues to be a key contributor to culture of innovation within S&P Global. We have a bold vision for how to leverage the newest breakthroughs in machine learning and artificial intelligence, and not only make those technologies available to our customers, but truly embed them throughout the organization to drive growth and efficiency. I visited Kensho's offices last fall and was impressed to see the work that Kensho's R&D team had been doing with respect to large language models and their transformative potential.

[Doug Peterson, President and CEO at S&P Global]

Since then, Kensho has made significant progress on models that leverage unique data across the enterprise with the potential to power innovation using AI and machine learning to accelerate product and technology agendas across all of S&P Global. This is very exciting. We will also continue to make strategic organic investments in areas like private markets and sustainability and energy transition, and we'll selectively pursue opportunistic acquisitions that enhance our growth and innovation. As we begin reporting our Vitality revenue this year, we will continue our long practice of transparency and accountability. It is truly an exciting time to be at S&P Global. Now I'd like to turn the call over to Ewout Steenbergen, who is going to provide additional insights into our financial performance and outlook. Ewout?

[Ewout Steenbergen, EVP and CFO at S&P Global]

Thank you, Doug. The adjusted financial metrics that we will be discussing today refer to non-GAAP adjusted metrics for the current period and for our 2023 adjusted guidance and non-GAAP pro forma adjusted metrics in the year ago period, unless explicitly called out as GAAP. Adjusted results also exclude the contribution from previously divested businesses in all periods. Let me start with our fourth quarter financial results. Adjusted revenue decreased 6% to $2.9 billion, largely driven by a challenging issuance environment and macroeconomic conditions. Excluding Ratings, fourth quarter revenue would have increased 4% year-over-year. Adjusted corporate and allocated expenses improved from a year ago, driven by a combination of synergies and reduced incentive costs. Adjusted expenses were roughly flat for the full year, demonstrating strong expense discipline across the company. For the fourth quarter, expenses decreased 4% compared to prior year.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Adjusted operating profit margin contracted by 160 basis points to 41.2%, primarily driven by revenue declines in Ratings. Excluding Ratings, adjusted margins would have improved more than 280 basis points year-over-year. Our adjusted net interest expense increased 9%, driven by higher total debt levels, partially offset by lower average cost of debt. Adjusted effective tax rate was up modestly, but right around the midpoint of the guidance range we provided for the full year. We exclude the impact of certain items from our adjusted diluted EPS number. Among those items in the fourth quarter were approximately $175 million in merger-related expenses, the details of which can be found in the appendix. We generated adjusted free cash flow, excluding certain items of $1.4 billion in the fourth quarter.

[Ewout Steenbergen, EVP and CFO at S&P Global]

In 2022, we completed our $12 billion accelerated share repurchase program with final share delivery executed earlier this week. Turning to expenses, as I noted, we managed to keep adjusted expenses roughly flat for 2022 despite the high inflationary environment. I'm pleased to report we acted decisively and delivered more than $400 million in expense reductions for the full year. Actions taken include pull forward in synergies, a reduction in incentive accruals, adjustments to the timing of certain investments, selective hiring, and limiting consulting spend in some areas. Looking more closely at the largest contributor to those expense savings, I would like to provide an update on our synergy progress specifically.

[Ewout Steenbergen, EVP and CFO at S&P Global]

In 2022, we have achieved $276 million in cumulative cost synergies, and our annualized run rate exiting the fourth quarter was $422 million, representing 70% of target after only 10 months. We continue to make progress on our revenue synergies with $19 million in cumulative synergies achieved and an annualized run rate of $34 million. The cumulative integration and cost to achieve synergies through the end of the fourth quarter is $807 million. For 2023, we expect to achieve cost synergies and revenue synergies of approximately $510 million and $60 million, respectively. We originally targeted 80% of cost synergies in 2023, but with the outperformance in 2022, we're now targeting 85% of the $600 million target.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We also originally expected 50% of our revenue synergies in 2024, with the divestiture of engineering solutions, we now expect approximately 45%, though the full target of $350 million is unchanged. Let's turn to the division results. Market Intelligence revenue increased 3% with strong growth in data and advisory solutions, offset by slower growth in desktop and declines in enterprise solutions. Adjusted expenses decreased 2% this quarter, driven by continued realization of cost synergies, lower incentive compensation, and real estate spend. Segment operating profit increased 16%, the segment operating profit margin increased 360 basis points to 31.4%. On a trailing 12-month basis, adjusted segment operating profit margin was 31.8%. Looking across Market Intelligence, there was growth in most categories.

[Ewout Steenbergen, EVP and CFO at S&P Global]

On a pro forma basis, desktop revenue grew 3%, data and advisory solutions revenue grew 7%, enterprise solutions revenue was down 4%, and credit and risk solutions revenue grew 4%. For desktop, we continue to see strong demand for our subscription offerings like Capital IQ. Overall desktop growth was below our expectations, though, due primarily to the impact of some one-time sales from products reported in our desktop line. For enterprise solutions, softness in our capital markets volume-based products continued to weigh in on the business line's performance as revenue decreased 4%. This was partially offset by strength in private market software solutions. Turning to ratings. Ratings continued to face difficult market conditions this quarter as issuance volumes remained muted with revenue decreasing 29% year-over-year.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Transaction revenue saw slight improvement sequentially, but decreased 51% compared to the prior year on continued softness in issuance. Non-transaction revenue decreased 6% on a reported basis and 3% on a constant currency basis, primarily due to lower initial issuer credit ratings and rating evaluation services, partially offset by increases in Crystal. As a reminder, ICR and RES revenue are historically correlated with the relative strength of the issuance environment and M&A activity, respectively. The declines we're seeing here are purely indicative of those market conditions. In the fourth quarter, surveillance and frequent issuer fees increased year-over-year on a constant currency basis. Adjusted expenses decreased 13%, primarily driven by disciplined expense management and lower incentive expenses, partially offset by increased salary expense.

[Ewout Steenbergen, EVP and CFO at S&P Global]

This resulted in a 40% decrease in segment operating profit and a 910 basis points decrease in segment operating profit margin to 48%. On a trailing 12-month basis, adjusted segment operating profit margin was 55.9%. Now looking at Ratings revenue by its end markets, the largest contributor was the well-documented decline in issuance, partially offset by 6% growth in Crystal and other revenue. Now turning to commodity insights. Revenue increased 4%, driven by solid performance across all business lines. However, debt growth was impacted by a $13 million headwind due to the Russia-Ukraine conflict and a $4 million commercial settlement in the fourth quarter of 2021.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Excluding the impact of Russia-Ukraine and this commercial settlement, commodity insights would have grown approximately 8% year-over-year in the fourth quarter. It's important to note we suspended commercial operations in Russia in March of 2022. Therefore, the first quarter of 2023 is the last remaining period that we will see a material impact in the year-over-year growth rates. Adjusted expenses were roughly flat for the quarter, primarily due to higher compensation and increase in T&E expense and bad debt provision, partially offset by merger-related synergies, lower consulting spend, and advertising and promotion costs. Segment operating profit increased 10% and the segment operating profit margin increased 230 basis points to 44.6%. The trailing twelve-month adjusted segment operating profit margin was 44.3%.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Looking across the commodity insights business categories, price assessments grew 5% compared to prior year, driven by continued commercial momentum and strong subscription growth for market data offerings, particularly in gas and power and liquefied natural gas. Energy and resources data and insights grew 4% in the quarter, driven by continued strength in gas, power, and renewables. Advisory and transactional services increased 3% in the quarter as we saw higher demand from energy transition advisory solutions, partially offset by revenues generated from a 2021 event that wasn't repeated in the fourth quarter of 2022. Moving to upstream, I'm pleased to report the business line grew 4% in the fourth quarter. While upstream ACV has had good momentum ex Russia, the revenue growth this quarter was primarily driven by upfront revenue recognition of certain software products that are not recurring.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We expect upstream growth in the low single-digit range for 2023. In our mobility division, revenue increased 9% year-over-year, driven primarily by strong and broad-based performance across dealer, manufacturing, and financials. Adjusted expenses increased 15% in the fourth quarter, driven by increases in headcount versus a year ago period, timing of advertising spend and cloud expenses. We expect expense growth to moderate in 2023. This resulted in a 2% decrease in adjusted operating profit and 380 basis points margin compression year-over-year. On a trailing twelve-month basis, the adjusted segment operating profit margin was 39%. Dealer revenue increased 9% year-over-year, driven by strong demand for CARFAX subscription products. Manufacturing grew 8% year-over-year, driven by strength in Polk Automotive Solutions and the conclusion of several major recall deals.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Financials and other increased 10%, primarily driven by continued strength in our insurance underwriting volumes and new business. Turning to S&P Dow Jones Indices, revenue increased 4% year-over-year as growth in exchange-traded derivatives offset declines in asset-linked fees revenue. During the quarter, adjusted expenses increased 8% as there was an uptick in one-time outside services spent and continued strategic investments, partially offset by decreases in compensation and other discretionary areas. Segment operating profit increased 2% and the segment operating profit margin decreased 140 basis points to 62.2%. On the trailing 12-month basis, the adjusted segment operating profit margin was 68.4%. Asset-linked fees were down 2%, primarily driven by lower AUM in ETFs.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Exchange-traded derivatives revenue increased 34% on increased trading volumes across key contracts, including a more than 70% increase in S&P 500 index options volume. Data and custom subscriptions increased 6% driven by new business activities and price realization. Over the past year, market depreciation totaled $506 billion. ETF AUM net inflows were $157 billion, and this resulted in quarter-ending ETF AUM of $2.6 trillion, which is a 12% decrease compared to one year ago. Our average ETF AUM decreased 8% year-over-year. Engineering solutions revenue declined 4% in the quarter, driven primarily by the negative impact of the timing of the Boiler and Pressure Vessel Code, or BPVC, which was last released in August of 2021. Adjusted expenses increased 5% due to planned investment spend offset by favorable FX.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Before moving to guidance, I wanted to highlight some of the key drivers of our expected 2023 results and how these tie in with the core messages we delivered at our Investor Day. S&P Global is all about growth. 2023 will be a year of growth across the company, driven by customer growth, product enhancements, revenue synergies, and strategic initiatives. We'll continue to invest in our people, and you will see the annual reset of our incentive compensation targets. We'll also continue to invest in technology as we drive innovation and position the company for accelerating growth. In order to help investors see and assess the positive impact of these investments, we'll begin disclosing a few new metrics with our first quarter 2023 results, including our Vitality revenue, which is the revenue generated by innovation, either new or enhanced products from across the organization.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We'll also disclose the revenue generated from products in our two key strategic investment areas, private markets as well as sustainability and energy transition. In addition to these new disclosures, we'll begin a regular cadence of inter-quarter disclosures to help investors measure performance of market observable products. We'll begin disclosing ETD volumes and the year-over-year growth rate of billed issuance on a monthly basis in arrears. Starting later this month, when we will disclose the January 2023 data. In addition to the monthly disclosures I just outlined, we'll also disclose billed issuance volumes on a quarterly basis, broken out between investment grade and high yield. We know that in a volatile and potentially uncertain market, transparency and accountability are more important than ever. S&P Global maintains its commitment to best-in-class disclosure and reporting for our shareholders. Moving to guidance.

[Ewout Steenbergen, EVP and CFO at S&P Global]

As noted in our press release, due to the pending divestiture of Engineering Solutions, we'll not be providing GAAP guidance at this time. This slide depicts our initial 2023 adjusted guidance. For revenue, we expect 4%-6% growth, reflecting our continued belief of a mild recession in the first half of 2023, and then some economic strengthening in the back half of the year. Excluding the impact of the divestiture of Engineering Solutions, we expect revenue growth to be between 6%-8%. We expect corporate and allocated expense of $140 million-$150 million. The year-over-year growth is driven in part by a reset of incentive compensation and the expectation of approximately $10 million-$20 million in stranded costs from Engineering Solutions post-divestiture.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We expect to expand operating margin to the range of 45.5%-46.5%. Diluted EPS, which excludes deal-related amortization of $12.35-$12.55, which is an 11% year-over-year increase from the midpoint. Adjusted free cash flow, excluding certain items, is expected to be approximately $4.3 billion-$4.4 billion. We continue to target a return of at least 85% of adjusted free cash flow to shareholders through dividends and buybacks. We also plan to utilize the net after-tax proceeds from the Engineering Solutions divestiture for share repurchases. As such, our board has authorized a $3.3 billion share buyback for 2023, which we plan to begin with a $500 million ASR, which we expect to launch in the coming weeks.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Lastly, we expect a quarterly dividend of $0.90 per share. The following slide illustrates our guidance by division. Beginning with Market Intelligence, we expect growth in the 6.5%-8.5% range and margins between 34%-35%. As we mentioned at our Investor Day, this is a skilled business that's well positioned in growing markets such as private markets and supply chain, and we're confident in our ability to accelerate growth as we lap the 2022 headwinds from volume-driven businesses and FX. In Ratings, we expect revenue to grow between 4%-6%, with growth to be driven by volume and price and continued growth in non-transaction revenue. Our assumption is for build issuance to be up between 2%-6% in 2023. Margins for Ratings are expected to be between 56%-57%.

[Ewout Steenbergen, EVP and CFO at S&P Global]

In Commodity Insights, we expect revenue growth in the 6.5%-8.5% range and margins between 46%-47%. We expect continued strength in commodity markets generally and look forward to lapping the Russia impact after the first quarter. Similar to our Market Intelligence division, we expect Commodity Insights to see expense benefit from further realization of synergies in 2023. In Mobility, we expect revenue to grow between 6.5% and 8.5% and margins between 39% and 40%, driven by some normalization of auto supply chain, price realization, new business, and new product adoption. Importantly, we expect expense growth to moderate quickly and substantially from the outsized increase in the fourth quarter. We expect expense growth to be below revenue growth in 2023.

[Ewout Steenbergen, EVP and CFO at S&P Global]

In Indices, we expect revenue to be flat to up 2%, with margins of 66%-67%. We indicated at our Investor Day, revenue from asset-linked fees lags movements in underlying asset prices, so the 2022 decline in the S&P 500 will negatively impact this year's revenue. We'll also lap the very strong comps in exchange traded derivatives. Before I turn it over for Q&A, I would like to take a moment to thank our people at S&P Global. The highlight of 2022 was the closing of our merger with IHS Markit, what made it a highlight was the incredible dedication and execution demonstrated by our people. We saw strong, decisive action in the speed of execution of our cost synergy plan.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We delivered critical system integration along a very fast timeline, rationalized our real estate footprint, and at the same time, continued our strategic investments. 2022 truly was a year of transformation, but it was also a year of foundation. We intend to build on that foundation and drive strong growth in 2023 and for the years to come. We'll have Adam and Martina join us and turn the call back over to Mark for your questions.

[Mark Grant, SVP of Investor Relations and Treasurer at S&P Global]

Thank you, Ewout. For those on the line, if you would like to ask a question, please press star one and record your name. To cancel or withdraw your question, simply press star two. Please limit yourself to one question and one follow-up in order to allow time for other callers during today's Q&A session. Operator, we will now take our first question.

[Operator]

Thank you. Our first question comes from George Tong from Goldman Sachs. George, your line is open.

[George Tong, Senior Research Analyst at Goldman Sachs]

Hi. Thanks. Good morning. You expect 2%-6% growth in build issuance in 2023. Can you bridge your expectations for build issuance with guidance for ratings revenue growth of 4%-6%, including how you expect pricing and issuance mix to impact revenue?

[Ewout Steenbergen, EVP and CFO at S&P Global]

Good morning, George. This is Ewout. Let me give you a couple of those components. As you know, we are always breaking out ratings revenue in two categories: transactional and non-transactional. What you see in the transactional category is a combination of price and volume, and on the volume side, we have stated a 2%-6% growth for build issuance. If you think about non-transaction, we continue to expect to see growth in the annual fees, also continued positive growth in ratings is to be expected, and then ICR and RES, that's a bit uncertain because that depends very much on the overall economic environment. Those are some of the components that will add up to that range of 4%-6% revenue expectation for ratings in 2023. I would say overall, quite constructive after 2022.

[George Tong, Senior Research Analyst at Goldman Sachs]

Got it. Market Intelligence revenue growth decelerated in the quarter due to slower growth in desktop and declines in enterprise solutions. Can you elaborate on trends you're seeing in desktop and enterprise and why you believe performance may improve in 2023?

[Doug Peterson, President and CEO at S&P Global]

George, this is Doug. Before I hand it over to Adam, I want to welcome Adam and Martina to the call today. As you met our presidents at the Investor Day on December first, we're pleased to ask a couple of them to join us on each of the earnings calls, and today it's going to be Adam and Martina. Adam, over to you.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

Thanks, George. We're very confident in our desktop business, our desktop revenue in this quarter didn't perform how we expected. Let me give you a little bit of color on that. Financial services industry, obviously under pressure. You see that belt tightening now to some of the largest sell side banks. They're taking a cautious approach right now, and we're not immune to that. That said, our core desktop offering continued to grow extremely well. Within that desktop revenue line, you have certain products that are non-recurring in nature, consulting and advisory engagements tied to our desktop offering. These are the products that saw that impact in Q4. As we look out to 2023, we remain confident in our desktop growth, and we're excited about our forward competitive position. We saw active user growth up 9% this year.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

This is great growth in a challenging year, an important driver for us as we renew and expand our relationships with our customers in 2023. We're delivering significant upgrades in the offering, speeds increased dramatically, new features being released. You saw we announced our ECR data live on our desktop in 2023, fixed income and loan capabilities coming. While Q4 not quite the quarter we expected, we're very confident and excited about that growth forward. I'll just spend two seconds on enterprise solutions. I know you asked about that as well. Understand that revenue line as really two separate components. Software solutions our customers use for workflow compliance and portfolio monitoring, and a section for industry platforms that are really directly impacted by capital markets activity and volumes.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

That first group performed really well this year, and we expect that to continue to perform really well into 2023. A lot of those are double-digit growth businesses. The second bucket, the industry platforms, really impacted by significant drops in capital markets activity. That saw a negative double-digit impact in the current year. When we look forward into 2023, we expect that negative impact to moderate as we lap those comparables and as markets stabilize. We do have a very positive outlook for enterprise solutions as we go forward into 23.

[George Tong, Senior Research Analyst at Goldman Sachs]

Very helpful. Thank you.

[Operator]

Our next question comes from Andrew Steinerman from J.P. Morgan. Andrew, your line is open.

[Alex Hess, Analyst at JPMorgan]

Hi, this is Alex Hess on for Andrew Steinerman. Maybe just start with the 2024 revenue synergy target. That was lowered modestly, and I believe was mentioned that principally reflects engineering solutions. With the focus at Investor Day having been on innovation, can you maybe update us on where 2022's Vitality Index came in? You know, how promoter score is tracking and sort of what gives you confidence that maybe that target remains pretty achievable.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Good morning, Alex. Thanks for being on the call. You ask a couple of questions. Let me walk through each of those. 2024 revenue synergies are slightly tuned down due to the divestiture of Engineering Solutions. We had assumed a number of revenue synergies, both in Engineering Solutions as well as in some of our other segments in the collaboration with Engineering Solutions. For example, commodity insights shares a number of customers together with Engineering Solutions. But we are not concerned about that at all because we are finding so many new revenue synergies across the company that we are still firmly committed to the $350 million number in total over the 5-year period. You're also asking about, in general, the commercial momentum within the company. We're actually really happy what we're seeing.

[Ewout Steenbergen, EVP and CFO at S&P Global]

There's a lot of innovation, a lot of new product development, a lot of really very strong customer interactions around all of that. You're seeing that we hit our revenue target for ESG sustainability for 2022. With respect to Vitality, what we told you was that we have a target to get Vitality over 10% over the next few years. I'm actually very happy to report that we already got there in 2022. Our Vitality was just over 10% last year as another indication of the level of speed of innovation that we're increasing within the company.

[Alex Hess, Analyst at JPMorgan]

Great. Thank you so much. Maybe to turn to your build issuance assumptions. Can you maybe walk us through the degree to which that is weighted to the back half of 2023 versus, you know, maybe facing some steeper comparisons in January in the, in the front half of this year?

[Martina Cheung, President of S&P Global at S&P Global]

Thanks for the question, Alex. This is Martina. We consistent with our overall view for 2023, both for macroeconomic as well as market issuance, and that's feeding into our build issuance. We would see the chances for a mild recession in the first half with some recovery in the second half. You could expect to see a little bit more softness in issuance in the first half, followed by some recovery in the second half.

[Andrew Steinerman, Equity research analyst of Business and Info Services at JPMorgan]

Thank you.

[Doug Peterson, President and CEO at S&P Global]

Thank you, Alex.

[Operator]

Our next question comes from Toni Kaplan from Morgan Stanley. Ms. Toni, your line is open.

[Toni Kaplan, Executive Director of Equity Research at Morgan Stanley]

Thank you so much. I wanted to ask about multi-asset class indices. I know it's a really meaningful opportunity, and you're investing a lot there, and it seems like the market opportunity is really massive. You have leading brands, you know, within index products. My question is right now, do clients think that there's a need for multi-asset class indices, or will it be a matter of convincing them that it's better than having a combination of, you know, separate equity and fixed income indices, like a hybrid, like is being used now? Just what makes multi-asset class indices better than just weighting, you know, equity and fixed income indices? Thanks.

[Doug Peterson, President and CEO at S&P Global]

Yeah. Thanks, Toni. As you know, the basis of the index business that we have is about transparency, it's independence, it's the ability for a client to understand exactly what's in a portfolio at any point in time. Where we're especially seeing multi-asset class demand is in the insurance industry. The insurance industry, which has many types of products, is looking to multi-asset class. They use it for annuities, they use it for wrappers. We're also seeing that bank structured product desks are also looking at multi-asset classes. We're seeing a lot of growth in this. You asked the question about what is the difference? The difference is that you can put together a single product which meets the needs of a client.

[Doug Peterson, President and CEO at S&P Global]

We're seeing that this is right now very high demand coming from those two industries. As ETFs are built from the multi-asset classes, then you start getting trading around them. We see the entire ecosystem starting to grow. It's also part of the trend where we see active to passive anyway. I think it's very important you ask the question. It's one of our growth areas, and across all of the index business, this is one of the that we're most excited about. Finally, because we have, within S&P Global now, one of the leading franchises of fixed income with iBoxx, CDX, and iTraxx, we can actually produce these products on our own, all in-house.

[Toni Kaplan, Executive Director of Equity Research at Morgan Stanley]

Terrific. As a follow-up, wanted to ask about commodity insights growth. I know long term, sort of thinking about 8% at the midpoint. Like, when I look back at sort of legacy Platts and resources within IHS, you know, I guess Platts wasn't really there, Resources on its own wasn't there in sort of a normal market. Is it the sustainability part that's really gonna drive you to that higher level of growth? I guess, what's the bridge to get from, you know, sort of like a normal mid-single digit level up to the 8? Thanks.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Toni, if you think about the overall market dynamics in the commodity markets, we think that currently, those markets are very constructive for our customers, and that is going to be helpful also for the growth of the business over the next few years. Well, first, one point to highlight is that in 2022, we saw some headwinds from Russia, from the Russia-Ukraine conflict, and the fact that we stopped our commercial relationship with Russian customers. Obviously, that headwind is going away going forward. Secondly, what we're seeing is that our customers are both focused on traditional energy resources and new energy resources.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We're benefiting from both trends at the same time, where there is, of course, a lot of activity going on with respect to the current market prices in terms of exploration and additional capital expenditures that we're seeing. Our customers, at the same time, are also focused on energy transition and needs help from us. We are providing data, insights, research, advisory, all of that around energy transition at the same time. We believe this business has a lot of secular tailwinds over the next few years. What we told you is that at Investor Day, we expect this business to grow in the 7%-9% range in 2025 and 2026, and we think absolutely that is possible. We are very committed to hitting that number.

[Toni Kaplan, Executive Director of Equity Research at Morgan Stanley]

Fantastic. Thanks.

[Doug Peterson, President and CEO at S&P Global]

Thanks, Toni.

[Operator]

Our next question comes from Alex Kramm from UBS. Alex, your line is open.

[Alex Kramm, Managing Director and Senior Equity Research Analyst at UBS]

Yeah. Hey, good morning, everyone. Maybe you can touch on the margin outlook a little bit, but particularly interested in the, in the quarterly seasonality or cadence. I know in the past there's been some surprises here and there in some of the segments. Maybe, Ewout, you can help us, between, you know, synergies coming in and maybe typical seasonality, how what you would call out in particular as it relates to maybe the seasonality we saw in 2022. I understand ratings is probably gonna be driven a lot by issuance, but maybe in the other segments, anything to call out?

[Ewout Steenbergen, EVP and CFO at S&P Global]

Alex, a couple of items to think about. First, in terms of seasonality, realize that we are facing still high comms for the first quarter because the economy started to go more south from March of last year, as well as the impact of the Russia-Ukraine conflict also started about in March. First quarter comms are still a bit high. The second item to think about here is that we are now expecting, as we also said during the investor day, a mild recession in the first half of the year and then some economic strengthening in the back half of the year. The third element that I can say is, you know that we are running a very tight ship with respect to expenses. We are definitely starting this year, given the economic uncertainty, in a very careful way.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We need to time this right, because the most important thing is that we're going to benefit once the markets start to turn, when the GDP is going up, that we're starting to benefit from a growth perspective. We have a lot of growth investments in our plan for this year, as you know. We have to time it right that we're going to make those investments at the right moment so that we're going to be a large beneficiary once the markets start to swing up again. Those are a couple of the elements you should think about in terms of timing for this year.

[Alex Kramm, Managing Director and Senior Equity Research Analyst at UBS]

Okay, fair enough. Then maybe just a follow-up to the Market Intelligence question to Adam earlier. Maybe you can be a little bit more specific what you expect in the more capital market sensitive areas. I know there were clearly some headwinds that you discussed earlier. Do you expect those businesses to be kind of like flattish, or do you expect capital markets activity to actually recover decently? Maybe you can just talk about that. If you can tie that in with maybe the selling environment a little bit more, what you're seeing right now, that would be helpful as well.

[Doug Peterson, President and CEO at S&P Global]

Okay. Thanks, Alex. In the very first part of the year, you still have pretty significant year-on-year comparables because markets were still strong in the very early parts of 2022. As we come through 2023, we do see some resilience in the early part of this year, but we do see a lot of cautiousness still in markets, and you see aggregate activity levels as well as we do. As we get towards the latter part of the year, your year-on-year comparison starts to flatten out quite significantly. For us internally, thinking about what we expect in the year, we budgeted modest increase in total activity across capital markets platforms. We'll obviously see how the year develops, but we think that's the right call as we sit here today.

[Alex Kramm, Managing Director and Senior Equity Research Analyst at UBS]

Okay, very good. Thank you.

[Doug Peterson, President and CEO at S&P Global]

Thanks, Alex.

[Operator]

Our next question comes from Jeff Silber from BMO Capital Markets. Jeff, your line is open.

[Jeff Silber, Senior Analyst at BMO Capital Markets]

Thanks so much. Wanted to dig a little bit further into your outlook for this year. You've talked about expecting a mild recession in the first half and recovery in the second half. I know it's early, but we're about six weeks into the new year, if anything, economic growth seems to be better than expected. If that's the case, we either avoid a recession or push it off a little bit. Where could we see the upside in your forecast?

[Ewout Steenbergen, EVP and CFO at S&P Global]

Jeff, the forecast, the guidance we're giving is middle of the road. It's management's best estimate. This is our best expectation for the market and for the full year at this point in time. I can give you a couple of underlying elements in terms of assumptions that have gone into our plan. For example, with our market sensitive businesses, think about the index business. The assumption is flat equity markets this year for the full year. You could say January looks a bit better, and February so far as well. We're not changing our plan on a month-to-month basis. On average, we're expecting markets to be flat.

[Ewout Steenbergen, EVP and CFO at S&P Global]

That is the assumption that had gone into the index, outlook, as well as 20% declines in ETD volumes coming from elevated levels last year, as well as flows to be more or less in line of what we have seen in previous years. With respect to the other market sensitive businesses, we already gave you some of the assumptions for ratings. That has gone into the plan. We think this is our best estimate at this point in time, given everything we know about the company and the markets.

[Jeff Silber, Senior Analyst at BMO Capital Markets]

Okay. I appreciate the color. Let me switch gears and focus on AI. Doug, I appreciate you addressing this issue. Obviously, it's a hot issue in the markets today. You guys seem to be ahead of the game with your purchase of Kensho a number of years ago. Where have you gotten the most traction there, and what should we look for going forward?

[Doug Peterson, President and CEO at S&P Global]

Well, thank you, Jeff. We're very pleased by the investment we made in Kensho. In addition to investments we've made across the entire organization in decision sciences and AI machine learning. I recently spent some time with Kensho in Cambridge, and they were able to show me some of the R&D they're doing on large language models, which is something that's in the press every day right now. We're seeing that for the financial markets, we've been able to harness the data and the language that we already have inside of the company to develop some very interesting products. Since Ewout oversees Kensho, I think I should hand it over to him to finish the answer.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Jeff, let me first give you a number of data points in terms of what Kensho is exactly doing today for the organization. It's actually really mind-blowing if you hear these numbers. A product called Kensho Link has saved over two million hours ingesting data sets, strategic data sets, expanding data sets for our customers. Link has, at this moment, achieved one million unstructured private market, private entity data into our database, into our platforms, and connected to the Market Intelligence ID numbers of those entities. Two other products called Kensho Extract and NERD that have enriched 73 million documents on the Capital IQ Pro platform. It has ingested 10.5 million investment research reports on the Capital IQ Pro platform.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Scribe, which is our language speech-to-text model, is saving 250,000 hours of man work per year for transcripts. Annual savings of that are approximately $9 million. The list can go on, but those are some data points. Sometimes it's not really understood what Kensho is exactly doing, but it's really impressive, and I hope you agree with me when you hear those numbers. Now shifting to the future of Kensho, because you are right, Kensho's really sweet spot is natural language processing. Everything that we're reading today about large language models is exactly in that sweet spot. Kensho is today already developing a financial language model called FinLM, which is trained on the S&P Global data assets. It's very expensive to develop large language models. The cost of the compute is very high.

[Ewout Steenbergen, EVP and CFO at S&P Global]

If you have stronger data sets, higher quality data sets, actually, that's a differentiating factor. We're avoiding very significant compute time and cost, so to say. Kensho has developed something new, that's the Kensho Solver, which is the AI solution to answer the most complex financial number questions. You also can read about large language models actually not being so strong in math, and we are working on the solution in this area as well. If you just add it all up, I think what Kensho can be doing for the company and where it is working on, it's very impressive, and we're very pleased that we're so far ahead in acquiring this company already five years ago.

[Jeff Silber, Senior Analyst at BMO Capital Markets]

All right. That's extremely helpful. Thanks so much for the color.

[Operator]

Our next question comes from Craig Huber from Huber Research Partners. Craig, your line is open.

[Craig Huber, CEO and Managing Director at Huber Research Partners]

Craig, good morning. My first question, let's focus a little bit, if we could, on the ratings outlook you have for build issuance this year. Curious if you could give us a little further thought on your outlook for this year for high yield and for bank loans. Maybe throw in CLOs, if you would, as well.

[Martina Cheung, President of S&P Global at S&P Global]

Hi, Craig. It's Martina here. Thanks for the question. Our outlook for this year is overall up 2.5%. The underlying factors there, I think Doug had highlighted in his presentation, 8.5% on corporates, 3% on FS, U.S. public finance around 5%, and we're projecting a decline in structured finance of about 7%. We don't break out high yield and bank loans specifically, Craig, what I can say is, as you all know, high yield in 2022 was a really low year, we see growth in the high-yield market this year.

[Martina Cheung, President of S&P Global at S&P Global]

I think on the bank loans and CLOs, maybe what I can just touch on is, the expectation for the research team underpinning that 7% decline in structured finance does reflect some concern around the pipeline for CLOs, which we characterize or capture in the structured finance set.

[Craig Huber, CEO and Managing Director at Huber Research Partners]

Okay. Thank you. My follow-up, when you think about pricing throughout the portfolio, where should we expect pricing that might be higher this year than normal, maybe more normalized 3%-4% pricing? What areas would you highlight the price might be coming ahead of that? Thank you.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Craig, in general terms, we always start to think first about what we do for the customer, the value we generate. The good news is that most of our products are must-have products with a very high contribution to our customers. Obviously, that is the first element we take into consideration when we start to think about pricing. Pricing obviously needs to reflect also our cost price. Cost price is going up given the higher inflationary environment. We believe we have across the board, depending on facts and circumstances, customer relationships, depending on certain products in one area or another area. In general, we have an opportunity to pass on higher price increases given the higher inflationary environment.

[Craig Huber, CEO and Managing Director at Huber Research Partners]

That's it. Thank you.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Thanks, Craig.

[Operator]

Our next question comes from Faiza Alwy from Deutsche Bank. Faiza, your line is open.

[Faiza Alwy, Managing Director of U.S, Company Research at Deutsche Bank]

Yes. Hi, good morning. My first question is I want to take advantage of Martina being on the call. Martina, it seems like the high-yield market has really outperformed expectations so far this year. It's only been a few weeks, but I think just today we have, you know, a new deal announced for Wynn, which is high yield, and I think has been surprising. Give us your view on has this been surprising for you, and how do you expect sort of the high-yield market to evolve through the course of this year?

[Martina Cheung, President of S&P Global at S&P Global]

Yeah. Thanks so much for the question. Look, I mean, as I mentioned in the last point, 2022 was just a really low base from which compared. We absolutely do expect to see growth in high yields. As it relates to January and this week, it's really too ready to call. We still have quite a few puts and takes on this in terms of the macro variables. Overall, I would guide to to what we've been saying around our expectations of first half, second half, how the macro factors play into to our overall issuance expectation and how that plays into our build issuance trends.

[Faiza Alwy, Managing Director of U.S, Company Research at Deutsche Bank]

Got it. Thank you. Secondly, a bigger picture question around revenue synergies.

[Faiza Alwy, Managing Director of U.S, Company Research at Deutsche Bank]

You know, you've talked about an $85 million run rate for 2023. Give us some additional color on, again, sort of where you've seen these revenue synergies take place, where you've had the best results. How do we bridge, sort of what's the next step, to get to that, you know, $350 million long term?

[Ewout Steenbergen, EVP and CFO at S&P Global]

Faiza, let me start with a general answer. I hand it over to Adam for some additional color in Market Intelligence. In general, what we are seeing is very good activity from a cross-sell perspective. We're speaking about 6,700 referrals or leads that have already been generated, both intra-division and inter-division, with very positive conversion levels across the company. What we're seeing in general is that customers are really happy to talk to us about what more we can bring to them, how we can add more value. The next phase is, of course, to start to focus on new product development. That will be the next wave of revenue synergies. We feel we're definitely well on track ahead of the timing and the planning that we had originally.

[Ewout Steenbergen, EVP and CFO at S&P Global]

I hand it over to Adam for some additional color.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

Thanks. It's a great question 'cause this is probably the most exciting part of what happens in a merger and bringing together the set of capabilities that we now have. In 2022, this was mostly about cross-sell, selling our products to expanded customer bases that gave us a good early start. In this first year, we were able to perform on that type of synergy realization. As we move into 2023, as Ewout described, it really becomes about building new products that we're able to now deliver because of a combined set of capabilities. Already in 2023, I think five of our combined product capabilities are already generating revenue. We have over 20 in the pipeline, and this is just in Market Intelligence alone.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

These are things like building our sustainability data and capabilities into our workflow solutions, expanding the capacity and capabilities of our desktop with fixed income and loans information, bringing together workflow solutions, and incorporating much larger datasets for customers. Think about a private markets customer who also wants to look at public company comparables or basic financial analysis. Those types of combined product offerings are what give us a lot of confidence in our total revenue synergy targets, over $300 million as we get out into later years. As I mentioned, the most exciting part of what we're doing.

[Faiza Alwy, Managing Director of U.S, Company Research at Deutsche Bank]

Great. Thank you so much.

[Operator]

Our next question comes from Owen Lau from Oppenheimer. Owen, your line is open.

[Owen Lau, Senior Analyst at Oppenheimer & Co.]

Hey, good morning. Thank you for taking my questions. could you please add more color on your partnership with AWS you announced yesterday? And I think it's also somehow related to how you will deploy Kensho in this partnership. But how should we think about the incremental revenue and expense control opportunity here would be great. Thanks.

[Doug Peterson, President and CEO at S&P Global]

Owen, this is a relationship that we've had for many years. When we put together the two companies and had our merger, we realized that both of us had already very strong relationships with AWS. We had been on a cloud switch for many years. A few years ago, before the pandemic, I was visiting an acre of a data site where we had hundreds and hundreds of servers. I said, "Why do we have all these servers? Should we be in the business of having server farms?" We started a transition in moving to AWS. Over the years, we've developed an incredible partnership with them. You saw yesterday the culmination of the merger, where we've come together to combine contracts, to come up with a new approach to how we're gonna run our day-to-day operations.

[Doug Peterson, President and CEO at S&P Global]

Most exciting is the opportunities this brings for strategic cooperation, for developing new products, for being able to serve customers with completely new opportunities. When we look at our datasets that we have, some of the data that AWS has, how we can bring those together to do completely new innovation. We talked earlier about large language models, the other types of artificial intelligence and machine learning that are shaping markets of the future. We think that the two companies together can accelerate what we're already doing. We see that AWS is, for us, been an incredible partner. We're pleased with this approach to a contract. We just signed the contract yesterday. In addition, we will follow up with some strategic aspects, later on in a follow-up.

[Doug Peterson, President and CEO at S&P Global]

You asked some questions about the financial aspects, and I'll ask Ewout to answer that part.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Good morning, Owen. If you think about the contractual agreement we're having with AWS, this is about a $1 billion spend in total over the next five years. To put that in perspective, we will continue with the multi-cloud philosophy, and in total, according to our forecasts, we would actually be spending more than $1 billion on cloud compute over the next couple of years. This is not an increase in spend in total. This is exactly in line, or actually is, our total cloud forecast is actually higher than this particular number. What this brings to us is two very significant benefits.

[Ewout Steenbergen, EVP and CFO at S&P Global]

The first is, of course, that by combining the S&P Global and IHS Markit contracts at this moment in this new partnership with AWS, we will be able to generate very significant cost synergies as part of the new contract. Secondly, as Doug already said, and this is actually more important from my perspective, is the strategic partnership. This will help to advance our technology innovation. We will be able to combine leading technologies and platforms and datasets of both companies. We'll be able to add specific capabilities that we are having on both sides, including the Kensho AI capabilities, of course. The most important, that will end up with a really, a very incredible customer experience that we expect to enhance over the next few years.

[Owen Lau, Senior Analyst at Oppenheimer & Co.]

Got it. That's very helpful. The other one is on your investment in private market. What kind of angle or what kind of new solutions you will be launching this year? I know you're going to provide more disclosures on revenue this year, but do you have any target this year? Thank you.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

Hi, Owen. It's Adam. Happy to take that. Private markets continue to expand. You're seeing continued issuance of private debt, increasing regulatory pressures for disclosure, needs to monitor, report, test, and report against sustainability metrics, manage large private equity and private credit portfolios. That requires things like valuations, reporting tools, portfolio monitoring tools. These are all areas where we already have a significant footprint, and we're well-positioned to deliver additional solutions to the market. While you see in this year some tempering in fundraising, I think everyone agrees this is an asset class that will continue to grow. The types of solutions that I described, workflow solutions, regulatory reporting, valuations, portfolio monitoring, all have significant room for continued growth.

[Martina Cheung, President of S&P Global at S&P Global]

Owen, this is Martina. I'll just add in a little bit here from a ratings standpoint. Private markets it does contribute quite a bit to our overall business, whether it's in syndicated loans through M&A, LBO activity, et cetera. We also obviously rate the asset managers, the portfolio company sponsors, BDCs, and we do quite a bit of credit analysis work to support multiple users in that sector. We've good relationships with key players, and we've been ramping up engagement over the last couple of years. A lot of good dialogue, a lot of interest in new opportunities.

[Martina Cheung, President of S&P Global at S&P Global]

What we saw in private debt, specifically in 2022, was a growth that was fueled somewhat by the closure of the public markets. We have heard a lot of interest from customers with pent-up demand looking to come back to the public markets. Overall, we see there's a lot of opportunity here, not just in business and activity coming back to the public markets, but also in working very closely with our private market clients.

[Owen Lau, Senior Analyst at Oppenheimer & Co.]

Got it. Thanks, all.

[Doug Peterson, President and CEO at S&P Global]

Thanks, Owen.

[Operator]

Our next question comes from Stephanie Moore from Jefferies. Stephanie, your line is open.

[Stephanie Moore, SVP of Equity Research at Jefferies]

Hi. Good morning. Thank you for the question. I wanted to touch on the mobility business. You know, I think there's a lot of dynamics that are happening in 2023, whether it's a decline in used car prices, increased production in new. How do you view the business is gonna kind of stack up this year, just given all these dynamics? I think in the, you know, CARFAX is proving to be pretty resilient, but at the same time, I think could benefit in this environment. Would love to give your thoughts if maybe that's not the right way to think about it or if there's other drivers that we should be aware of. Thanks.

[Doug Peterson, President and CEO at S&P Global]

Yeah. Stephanie, this is Doug. When you look at the mobility business, you have to think about all of the different capabilities that we have across the business. This starts with CARFAX, which you mentioned. There's a set of products, automotiveMastermind, Polk Analytics. What you think about is it's all the way from the OEMs to the suppliers, to the dealers, to the insurance companies, to the financial institutions that are financing the automotive sector. All of them are looking for data and analytics, and we've seen an incredible digital transformation that's taken place over the last three years with a lot of volatility in the automotive markets. All of this has driven all of these different types of players to the mobility business for data, for analytics, for research, for forecasting.

[Doug Peterson, President and CEO at S&P Global]

In addition to that, we see an incredible transformation taking place in the industry with electric vehicles. Electric vehicles is also introducing a new element, which is also bringing all of these types of people back to the markets for more data and analytics. We've seen that we can benefit in different types of markets depending on whether it's used cars, it's new cars, whether it's how a dealer is going to be working with incentives. We believe that the market is that the business is very resilient, depending on whatever the factors are. We're watching very carefully, and we actually use our own data to forecast our own business.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Stephanie, let me give you in terms of some of the revenue drivers, a little bit in addition to what Doug said. With the market normalization, the higher inventory levels, the prices for new and used cars that are coming down, we see the following dynamics for our revenue drivers. On the one hand, that will mean that margins for OEMs and dealers most likely will come down a bit, having an impact on some of the retention levels. On the other hand, we have the marketing and sales products that are being used, and there will be a higher demand going forward for those products. You could say there is a kind of an offset in terms of the new dynamics in the different revenue streams that we're having.

[Ewout Steenbergen, EVP and CFO at S&P Global]

We're quite confident that we're able to hit that 6.5%-8.5% growth level in the current automotive markets and the new dynamics that we're seeing.

[Stephanie Moore, SVP of Equity Research at Jefferies]

Thank you. Just given the current market dynamics, do you think that we could expect to see maybe a more of a, more potential M&A activity as well as, you know, are there other opportunities as you kind of evaluate your current portfolio for maybe divestitures or sales that might make sense kind of going forward? How would you kind of characterize those opportunities? Thanks.

[Doug Peterson, President and CEO at S&P Global]

As you know, we look at the key secular trends and drivers of value across all of the markets. You heard us talk about those on Investor Day. They relate to things like the changes that are taking place in capital markets.

[Doug Peterson, President and CEO at S&P Global]

Internationalization of financial markets, private markets, which we've talked about, sustainability, the shift from active to passive, supply chain analytics, the approach to all companies looking at becoming digitized and how data and analytics play. When we look across our portfolio, we look at what are those growth drivers for each of our businesses. As you know, we could be opportunistic if we looked at something for some sort of an opportunity to bring a business into the portfolio. We also know that we are gonna look over the long run and see what is the type of portfolio we want to have. Are we the best owner of the businesses who we have in the portfolio? You should assume that we're gonna continue with the discipline we've always had when it comes to M&A.

[Stephanie Moore, SVP of Equity Research at Jefferies]

Thank you so much.

[Operator]

Our next question comes from Manav Patnaik from Barclays. Manav, your line is open.

[Analyst at Barclays]

Good morning. This is Brendan on for Manav. Just wanted to ask on the ESG and climate transition revenue, which you guys are reporting on, which will be great. So what all are you including in that, and then, what's driving your assumption for the growth in 2023?

[Ewout Steenbergen, EVP and CFO at S&P Global]

Good morning. If you look at the revenues that we have reported for 2022 under the old definition and inclusion for ESG, $209 million. We're adding three new categories, and therefore we call the new revenue base sustainability and energy transition. You can find the details in the appendix of the slide deck. The three main categories that we're adding is revenues from e-fees, and that is coming from the Mobility business, revenues with respect to energy transition for the Commodities Insights business, and then thematic factors coming from the Index business. Those three categories we are adding into the new definition, that brings the baseline for 2022 to $247 million. Then we expect to grow from there with the CAGR of about 34% over the next few years.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Our expectation is still that this will become a $800 million business by 2026.

[Analyst at Barclays]

Great. Thank you. Then, switching over just to the maturity walls, I guess just what are you hearing from corporate treasurers? I know obviously the, you know, 2024, you know, we're expecting to see pick up in the next couple of years, but, you know, they could still wait a little longer if they want to, but at the same time, you know, rates and spreads have kind of settled. Just what are you hearing from treasurers, on that?

[Martina Cheung, President of S&P Global at S&P Global]

Hey, Brendan, it's Martina. I can answer that question. Obviously as part of our issuance, we look very closely at the maturity wall data. It's a little difficult to figure out specifically, you know, the precise numbers around things like refinancing, which I think it goes to the heart of your question. We know historically much of what gets labeled as general corporate purposes has been used for refinancing. What I would say is we're seeing as you would have seen in our presentation about $2 trillion-$2.5 trillion in corporate debt rated by us maturing over the next six years. 2023 still has about $1.8 trillion of maturities as of January 1st.

[Martina Cheung, President of S&P Global at S&P Global]

We expect refinancing activity this year with any potential early refinancing coming from 2024 maturities. We, you know, a couple of the key points in terms of what we hear, we don't see any indication of deleveraging, for example, on a meaningful scale. We also are paying close attention to what we see in terms of inflation and interest rates stabilizing somewhat in the second part of the year. You know, there's still some room for opportunistic issuance, but it's pretty uncertain as I'd mentioned earlier.

[Analyst at Barclays]

Great. Thank you.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Thanks, Brendan.

[Operator]

Our next question comes from Jeff Meuler from Baird. Jeff, your line is open.

[Jeff Meuler, Senior Research Analyst at Baird]

Thank you. I think for Martina. How closely are current resources within Ratings aligned to recent volume trends? Obviously, there's been a lot of ebb and flow in volumes in recent years. I guess just wondering to what extent you have excess capacity and we see good incremental margins other than the incentive comp normalization with incremental revenues, or, I don't know if you're running tighter that it may appear, given that maybe things were stretched then a couple of years ago. Thank you.

[Martina Cheung, President of S&P Global at S&P Global]

Thanks for the question, Jeff. Well, we strive to manage our business to absorb shocks. You'll have seen that we've maintained our analytical capacity over the last couple of years. In some higher growth areas, we've invested a little more capacity ahead of a recovery that we're expecting later this year. The market, as you know, needs our research, our insights around the ratings and the demand for this increased dramatically during the last couple of years with the uncertainty and the volatility. We've worked very hard to maintain our capacity for that as well as to anticipate increases in the latter part of this year in volumes.

[Martina Cheung, President of S&P Global at S&P Global]

We have done some small changes in the past year or so as part of continuing to enhance our operating model. We're, you know, as I said during Investor Day, always prudent with our expenses, very disciplined around all the levers that we have, whether it's location strategy, T&E, and of course, we have benefited substantially from the shared cost synergies with merger. The last point I would make on this is, look, in any extreme scenario, we clearly examine all of our options, but right now we are very comfortable with the analytical levels that we have.

[Jeff Meuler, Senior Research Analyst at Baird]

Okay, thank you. That's it for me. Thanks for the enhanced disclosure.

[Operator]

Our next question comes from Ashish Sabadra from RBC Capital Markets. Ashish, your line is open.

[Ashish Sabadra, Business and Information Services Analyst at RBC Capital Markets]

Thanks for taking my question. I have two-part question on the Market Intelligence. First is on the credit and risk solution. There was a modest slowdown there. There was a reference to financial risk analytics. I was wondering if you can talk about how should we think about those trends going into 2023. My second question was just on the data and advisory solution that continues to be pretty strong. I was wondering if you can talk about how the combination of IHS and S&P data on global marketplace has been driving more customer conversations on that front, and also how the cloud distribution can potentially have the potential to further accelerate the growth in that business. Thanks.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

Ashish Sabadra, thanks for the question. First let me just take the credit and risk solutions piece of the question. We mentioned FRA. This is a business that is a large software delivery, had a large delivery in Q4 of 2021, so you have a year-on-year comparable that made Q4 of 2022 a challenging quarter. I think that's the thing that Ewout Steenbergen called out earlier that you're referring to. The underlying business remains very strong. This is our RatingsDirect, RatingsXpress capabilities, and they continue, continues to grow as it has historically. Actually has a really exciting path forward as we move more and more capabilities into our corporate customers, and particularly our credit analytics capabilities. Quite excited about that forward. Second, I think you asked about our data and advisory solutions.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

This is a broad set of data capabilities that we can bring to bear for our customers. Even just this morning, I saw a large win with an Australian bank where because of the combined sets of data that we now have in the combined enterprise, we're able to respond to very broad RFPs to satisfy needs of customers across a wide range of applications and credit and risk management within their firms. I do expect that to continue. I think even as the synergies come more to the front and we're able to integrate those data sets together, and this will lead into an answer to your, to your cloud question. I think as we integrate those data sets together more and more, we're increasing the scope of opportunity we have to even further accelerate in our data advisory businesses.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

On the cloud, many of our applications today already run in the cloud, as Ewout highlighted in the description of the AWS relationship. This is a long-standing relationship. What we're about to do now is to launch the next phase and really complete that full cloud migration. Once all applications and our data capabilities are in the cloud and we've launched a full multi-cloud capability across our data sets, this gives us the opportunity to be much more efficient in developing new products, delivering those products out to customers in the way that they want, making available wide sets of data for the application of data science and artificial intelligence.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

I really do think this is a very important part of the continued acceleration and the broad scope of capabilities we have within Market Intelligence, and you'll see that reflected in that data advisory business and many of the other solutions that we deliver out to customers.

[Ashish Sabadra, Business and Information Services Analyst at RBC Capital Markets]

That's very helpful, Adam. Thank you.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

Thanks, Ashish.

[Operator]

Our next question comes from Russell Quelch from Redburn. Russell, your line is open.

[Russell Quelch, Managing Director at Rothschild & Co Redburn]

Yeah. Thanks very much. First question is on buybacks. This may just be a check, but when you return the after-tax capital from the Engineering Solutions sale, will that be considered part of the $3.3 billion permissible buyback for 2023, or would this be incremental to that?

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

That's included in the $3.3 billion, Russell. How that build up is, how you can take our free cash flow forecast and guidance for this year, 85% of that deduct the dividends that we'll pay out at $750 million net proceeds for Engineering Solutions. That brings you to the $3.3 billion capacity for buybacks for 2023.

[Russell Quelch, Managing Director at Rothschild & Co Redburn]

Perfect. Thank you. My second question is probably for Martina. Well, it is for Martina. The chart on slide 15 shows maturities are expected to be about $1.8 billion, if I get my ruler out, for this year. Can you give us an idea of how big maturities were last year in 2022, so we can back out what the impact of maturities is on expected growth versus pricing and new issues?

[Martina Cheung, President of S&P Global at S&P Global]

Yeah. Thanks for the question, Russell. I don't have the 22 maturity numbers in front of me. There's maybe a way to. Let me know if this is helpful. 2022, we saw overall lower volume of maturities. Now the reason why is because you actually have to go back two years prior to that. There was a ton of pull forward done and opportunistic tapping to the markets done in 2020 and 2021 because rates were so low. Not sure if that's helpful for you, but the number you're seeing for 2023 in our charts is $1.8 trillion as of the 1st of January of this year. We're anticipating that.

[Martina Cheung, President of S&P Global at S&P Global]

We think there is possibility for a little bit of pull forward from 2024, but we really have to see how the year plays out between the first and second half.

[Russell Quelch, Managing Director at Rothschild & Co Redburn]

Sorry. I said billion, didn't I? Just to check your answer there. The number of $1.8 trillion is, excuse me, higher than what you saw in 2022 or lower than what you saw in 2022?

[Martina Cheung, President of S&P Global at S&P Global]

It's higher. What was executed Compared to what was executed in 2022, it's higher on rate financing.

[Russell Quelch, Managing Director at Rothschild & Co Redburn]

Thank you, Martina. Great stuff. Thanks.

[Adam Kansler, President of S&P Global Market Intelligence at S&P Global]

Thanks, Russell.

[Operator]

Our final question comes from Shlomo Rosenbaum from Stifel. Shlomo, your line is open.

[Shlomo Rosenbaum, Managing Director at Stifel]

Hi, this is Adam Wang for Shlomo. What were the one-time expenses for indices, and can you provide more color on the strategic investments in this unit? I know you mentioned multi-asset class indices earlier. Can you talk about anything else beyond that?

[Ewout Steenbergen, EVP and CFO at S&P Global]

If you look at expenses for the index business in the fourth quarter, you should see that in the context of that this is a business that is investing in the context of driving faster future growth. One of those things that you see in the quarter is some consulting spend to help the business with a very large transformation to move to more agile working environment, to be much faster in terms of product development, much faster in terms of new entrepreneurial initiatives. That needed some investment in the quarter from a consulting perspective to make those changes. Also, what you see is strategic investments in new product areas like multi-asset class, that was already discussed early in the call, but also sustainability, thematics, factors, et cetera.

[Ewout Steenbergen, EVP and CFO at S&P Global]

That should position the index business very well to deliver on the double-digit revenue growth in 2025 and 2026 that we discussed during our Investor Day with margins in the high sixties level. Really, I have to say, I'm really impressed by the index business. They take very decisive actions. They're transforming their business and setting themselves up on a faster growth trajectory, and the expenses you see in the fourth quarter, you should interpret in the context of that.

[Shlomo Rosenbaum, Managing Director at Stifel]

Got it. Okay. My other questions were answered. Thank you.

[Ewout Steenbergen, EVP and CFO at S&P Global]

Well, thank you, everyone. As I mentioned earlier, despite the challenging market conditions, 2022 was a year of resilience, of decisive action, and investment for the future. We're really proud of all the accomplishments we had last year, especially the merger with IHS Markit and our bold new strategic vision, Powering Global Markets. This is gonna allow us to take advantage of secular trends that we've been mentioning throughout the call, like energy transition and private markets, and the need for analytics and insights in turbulent markets. We think we're very well-positioned for growth in 2023 and beyond. The reason we're successful is because of the tremendous people that we have in this company, and I wanna thank them again for all the work that they did throughout 2022 and all they're doing to help shape the future of S&P Global.

[Ewout Steenbergen, EVP and CFO at S&P Global]

I also wanna thank all of you that joined the call today for your excellent questions. We are very excited about our future and can't wait to share more with you throughout the year. Thank you for joining us today.

[Operator]

That concludes this morning's call. A PDF version of the presenter's slides is available now for downloading from investor.spglobal.com. Replays of the entire call will be available in about two hours. The webcast with audio and slides will be maintained on S&P Global's website for one year. The audio-only telephone replay will be maintained for one month. On behalf of S&P Global, we thank you for participating and wish you a good day.

Participants

Executives

• Adam Kansler, President of S&P Global Market Intelligence
• Doug Peterson, President and CEO
• Mark Grant, SVP of Investor Relations and Treasurer
• Martina Cheung, President of S&P Global

Analysts

• Alex Hess, Analyst at JPMorgan
• Alex Kramm, Managing Director and Senior Equity Research Analyst at UBS
• Andrew Steinerman, Equity research analyst of Business and Info Services at JPMorgan
• Ashish Sabadra, Business and Information Services Analyst at RBC Capital Markets
• Craig Huber, CEO and Managing Director at Huber Research Partners
• Ewout Steenbergen, EVP and CFO at S&P Global
• Faiza Alwy, Managing Director of U.S, Company Research at Deutsche Bank
• George Tong, Senior Research Analyst at Goldman Sachs
• Jeff Meuler, Senior Research Analyst at Baird
• Jeff Silber, Senior Analyst at BMO Capital Markets
• Owen Lau, Senior Analyst at Oppenheimer & Co.
• Russell Quelch, Managing Director at Rothschild & Co Redburn
• Shlomo Rosenbaum, Managing Director at Stifel
• Stephanie Moore, SVP of Equity Research at Jefferies
• Toni Kaplan, Executive Director of Equity Research at Morgan Stanley
• Analyst at Barclays