MDAI
Spectral AI, Inc. (MDAI) Business Model Analysis (2026)
Overall Score
Revenue Model
The company generates revenue with a TTM price-to-sales ratio of 3.29 and enterprise value to sales of 3.44.
Gross margin is 41.5%, indicating a workable but not especially strong unit economics profile.
Profitability
TTM operating margin is -80.0% and net profit margin is -69.3%, showing the business is still deeply unprofitable.
TTM EBITDA margin is -55.9% and return on assets is -54.0%, indicating weak operating efficiency.
Cash Generation
TTM operating cash flow and free cash flow remain negative, with free cash flow yield at -25.9%.
Free cash flow to firm is -11.4M and free cash flow to equity is -6.9M, reinforcing ongoing cash burn.
Balance Sheet
Current ratio is 0.90 and quick ratio is 0.85, so near-term liquidity remains tight.
Cash per share is 0.44 versus interest-bearing debt per share of 0.55, suggesting limited balance-sheet flexibility.
Growth Efficiency
Revenue per share is 0.47, but operating cash flow per share is -0.40, showing limited conversion of sales into cash.
Research and development expense is 38.1% of revenue and SG&A is 112.1% of revenue, indicating a high-cost operating model.
Sources
- Company filings (10-K, 10-Q, investor presentations)
- Financial and market data providers
- Public news and industry information
🔒 Go Beyond This Framework
This is one of 10 institutional-grade frameworks Invetso runs on Spectral AI, Inc.. Unlock the complete analysis — SWOT, Economic Moat, Porter’s Five Forces, Management, PESTLE and the Invetso Quality Score.

