Independent AI initiative evaluation for PE operating partners and their portfolio companies. Scalability assessment. Financial validation. Board-ready evidence.
42% of companies scrapped most AI initiatives last year. When a portfolio company's AI initiative fails, the VCP tracker records the miss—it doesn't tell you why, or whether it was avoidable. We do.
Schedule a ConversationVCP tracking platforms report status. They cannot tell you whether the AI initiative behind that status can scale to produce projected EBITDA impact. That requires independent evaluation.
Before things go wrong. Structured assessment across seven dimensions that answers: can this scale, what is the realistic financial case, and where are the gaps?
After things have stalled. The chatbot is hallucinating. The vendor says it needs more data. The CTO says it needs more time. We diagnose what went wrong and what to fix, restructure, or kill.
Maturity radar charts, Monte Carlo probability distributions, gap analysis, and remediation roadmaps. Artifacts an operating partner can take directly into a board meeting.
Pre-investment diligence. First 100 days. Ongoing monitoring. Exit readiness. Designed for how the PE operating rhythm actually works—not a consulting engagement that ends with a slide deck.
Seven-dimension methodology with Monte Carlo financial modeling. Not a strategy PowerPoint. Independent evaluation backed by the same rigor you apply to every other investment decision.