Why an AI Summary Is Not Acquisition Underwriting

A generic AI assistant can help summarize a CIM, organize diligence questions, and explain acquisition terms. For a deeper comparison, see Can ChatGPT Analyze a Business Acquisition?.

That is not the same as repeatable acquisition underwriting. A prompt-based summary may miss unsupported add-backs, inconsistent debt assumptions, missing management compensation, or the difference between a reported number and a derived underwriting number.

Summarization reorganizes what was provided. Underwriting tests whether the provided story survives a consistent method.

A deal can sound clean in a summary while still failing basic checks: completed-year earnings may not support TTM optimism, one-time working capital may be confused with recurring annual needs, or debt service may be calculated differently across sections.

ADE separates lender-adjusted management compensation, completed-year versus TTM earnings, one-time versus recurring working capital, annual CapEx reserve, and consistent annual debt service before it treats DSCR as meaningful.

For SBA-specific supportability, see SBA Acquisition Cash Flow and DSCR Analysis.

Main Street and SBA acquisition screens need lender-adjusted cash flow, equity injection, seller note assumptions, and SBA financeability. Lower middle market screens need adjusted EBITDA quality, capital stack supportability, sponsor equity, rollover, earnout, and QoE readiness.

ADE keeps those lenses separate so an SBA limit does not control a larger-deal analysis. Buyers can also use pre-LOI deal screening and the CIM and teaser checklist before spending diligence budget.

ADE distinguishes Reported, Derived, Not provided, and Explicit zero. Those labels matter because missing information is not the same as zero, and a derived estimate is not the same as seller-reported support.

A generic AI summary can flatten those distinctions into confident prose. Underwriting needs the gaps to stay visible so the buyer, lender, CPA, attorney, QoE provider, operator, and intermediary can review the right assumptions.

ADE uses AI only as optional Smart Prefill to help populate an intake draft. The structured framework, evidence labels, financeability logic, and buyer review remain the controlling workflow.

ADE does not provide an opinion of value, offer-price recommendation, lender approval, legal advice, tax advice, or a substitute for professional diligence. Use Analyze a Deal to run a structured first pass, then bring the output to qualified advisors.