
M&A AI insights for boutique advisors.
Practical notes on readiness diagnostics, AI-generated reports, valuation risk, and advisor workflow design.

AI Document Risk Scoring in VDR: How to Automate M&A Due Diligence Red Flag Detection
AI Document Risk Scoring in VDR: How to Automate M&A Due Diligence Red Flag Detection Imagine sitting at a negotiation table, only days away from closing a crucial sell-side transaction. Suddenly, the buyer's Quality of Earnings team flags a hidden change-of-control clause buried in an ancillary

Medical Clinic Valuation: How to Determine EBITDA Multiples
Medical Clinic Valuation: How to Determine EBITDA Multiples In early 2026, private business sales require transaction teams to maintain credibility. Imagine a boutique M&A advisor representing a medical clinic group in North Carolina. The advisor presented a valuation proposal using an EBITDA mu

Manufacturing Business Valuation: Assessing CapEx and Multiples
Manufacturing Business Valuation: Assessing CapEx and Multiples In early 2026, private business sales require transaction teams to maintain credibility. Imagine a boutique M&A advisor representing a precision machining manufacturer in Ohio. The advisor presented a valuation proposal using an EBI

eCommerce Valuation Multiples: Accounting for Inventory and CAC
eCommerce Valuation Multiples: Accounting for Inventory and CAC In early 2026, private business sales require transaction teams to maintain credibility. Imagine a boutique M&A advisor representing an online cosmetics brand in California. The advisor presented a valuation proposal using an EBITDA

Accounting for Seasonal Working Capital Adjustments in M&A
Accounting for Seasonal Working Capital Adjustments in M&A When a private business owner prepares to sell their company, they typically focus on negotiating the purchase price. However, in most private transactions, the final cash proceeds are adjusted based on the net working capital left in th

5 Common Discount Rate Mistakes in Small Business Valuation (Errors)
5 Common Discount Rate Mistakes in Small Business Valuation (Errors) In early 2026, establishing a defensible valuation baseline requires absolute financial precision. Picture a business broker in Los Angeles presenting a Discounted Cash Flow (DCF) model to a private equity buyer. The broker cla

3 Financial Bubbles to Avoid When Calculating Synergies
3 Financial Bubbles to Avoid When Calculating Synergies In early 2026, building a defensible merger model requires separating realistic operational savings from financial speculation. Imagine an investment banking analyst in New York preparing a valuation model for a tech-enabled distributor. Th

2026 SaaS & Software Valuation Multiples Guide (M&A Benchmarks)
2026 SaaS & Software Valuation Multiples Guide (M&A Benchmarks) In early 2026, the SaaS M&A environment remains highly disciplined. Picture a software founder in San Francisco sitting across from a private equity buy-side team. The founder expected a double-digit ARR multiple based on outdated b

15 Common EBITDA Add-Backs to Maximize Sale Price
15 Common EBITDA Add-Backs to Maximize Sale Price In early 2026, securing a premium enterprise valuation requires sell-side advisors to locate and defend every valid adjustments. Picture an advisor representing a software development firm in Ohio. The advisor packaged the transaction using raw G