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From AI Chaos to a Coherent Strategy in Private Equity

Most firms have AI experiments everywhere but no shared strategy. Here's how to translate scattered pilots into a roadmap.

Most private equity and venture firms now have AI experiments scattered across deal teams, portfolio support, and back office functions.

The problem: these efforts rarely add up to a coherent strategy.

In this post, we walk through a simple framework:

  1. 1Map your workflows, not your tools.
  2. 2Score each workflow by value *and* feasibility.
  3. 3Narrow down to 5–10 initiatives with clear owners and KPIs.
  4. 4Sequence implementation so you can learn fast without disrupting the core business.

This is the foundation for our AI Opportunity Assessment: a practical way to turn AI curiosity into a portfolio of concrete, high-leverage projects.

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