M&A AI insights for boutique advisors.
Practical notes on readiness diagnostics, AI-generated reports, valuation risk, and advisor workflow design.
AI VDR Industry Analysis: How AI Is Reshaping the Market
AI VDR Industry Analysis: How AI Is Reshaping the Market At an annual M&A advisory forum in New York during the summer of 2026, a managing partner at a boutique investment bank made a startling admission. His team had lost a lucrative sell-side mandate to a competitor that promised to complete d
Venture Capital VDR Setup: The Startup Due Diligence Playbook
Venture Capital VDR Setup: The Startup Due Diligence Playbook In the spring of 2026, an early-stage cybersecurity startup in the Mid-Atlantic region was closing a $12M Series A round. The term sheet was signed, and the lead institutional fund began confirmatory diligence. However, the founders h
How to Build an M&A Synergy Map to Justify Premium Valuations
How to Build an M&A Synergy Map to Justify Premium Valuations A mid-sized logistics advisory firm in the Northeast was negotiating a sell-side transaction for a regional freight business. The seller demanded a 7.5x EBITDA multiple, while the buyer insisted on paying 6.0x based on standalone numb
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