Technology expenses increased by approximately $78,000 or 9 percent to approximately $912,000 for the quarter ended March 31, 2024, from approximately $834,000 for the same period in the prior year. The increase was related to increases in amortization of internally developed software of approximately $99,000 professional fees of approximately $11,000 and general operating expenses of approximately $1,000 which were partially offset by decreases in headcount and payroll and related expenses of approximately $33,000 Sales and marketing expenses decreased by approximately 290 $6,000 or 31 percent to approximately $660,000 for the quarter ended March 31, 2024 from approximately $962,000 for the same period in the prior year. The decrease was primarily attributable to decreases in payroll and related expenses of approximately $217,000 external marketing expenses of approximately $95,000 and general operating expenses related to sales and marketing of approximately $20,000 which were partially offset by an increase in advertising and promotion expense of approximately $36,000 General and administrative expenses increased approximately $286,000 or 16% from approximately $1,800,000 for the quarter ended March 31, 2023 to approximately $2,100,000 for the quarter ended March 31, 2024. The increase was attributable to increases in professional fees of expense of approximately $45,000 which were partially offset by decreases in compensation costs of approximately $250,000 general operating expenses of approximately $78,000 depreciation and amortization of approximately $23,000 and utility and facility expenses of approximately $4,000 As of March 31, 2024, I Specimen had approximately $2,100,000 of cash and cash equivalents and approximately $466,000 of available for sale securities with maturities ranging from 1 to 6 months for a combined total of approximately $2,600,000 compared to a cash balance of $5,000,000 as of December 31, 2023.