O.D.E.S.S.A. Layer 2: Due Diligence AI — 5 Tools Compared
Comparison of 5 mature vertical M&A AI tools (Harvey, CoCounsel, Spellbook, Robin AI, Italian boutiques): strengths, pricing, optimal workflow.
Comparison of 5 mature vertical M&A AI tools (Harvey, CoCounsel, Spellbook, Robin AI, Italian boutiques): strengths, pricing, optimal workflow.
AI-powered M&A target origination: 4-hour workflow, technology stack, real cases, governance pitfalls. 6-8x acceleration vs traditional approach.
Italy has EUR 1.5-2.5B annual VC/PE deployment. The problem is not capital but structural meritocratic access. Causes and interventions.
18-point AI governance checklist for M&A firms: data leakage prevention, hallucination mitigation, bias and judgment. Four-role framework, 90-day implementation.
Discounted Cash Flow applied to Italian mid-market SME. The 5 components, sensitivity analysis, typical mistakes, ready-to-use Excel template. Pillar guide.
Critical analysis of Italian mid-market earn-outs: wrong metrics, missing conduct covenants, wrong measurement period, presumed tax optimisation.
Italian "independent" directors are typically independent in formal qualification but not in actual behaviour. Three structural asymmetries and three conditions for genuine independence.
7 operational criteria for selecting M&A advisor for Italian mid-market: track record, seniority, sector fit, fees, conflicts, refusal ability, network.
Operational guide on company sale process: phases, valuation, advisor coordination, post-closing transition. Italian mid-market focus.
Italian M&A due diligence is often more ritual than method. Four recurring dysfunctions and three methodological principles for transforming DD ritual into DD method.