Private equity and portfolio companies
Connect the AI thesis to the operating reality.
Advisory for investment teams, operating partners and company leaders, with attention to both the opportunity and the conditions needed to act on it.
Where are you starting?
Choose the situation closest to yours.
Turn the opportunity list into a practical starting point.
Prioritize a manageable first pilot with the management team, establish a baseline and assign an owner. Specify the resources, review requirements and evidence needed before expanding.
Potential output: a sequenced AI roadmap, pilot scope and operating responsibilities.
Explore implementation workKeep progress, risk and responsibility in view.
Review how AI is being used, what results have been observed and where systems or operating conditions have changed. Share useful practices across companies while evaluating each workflow in its own context.
Potential output: a portfolio oversight structure and company-level evidence reviews.
Explore oversight workExamine the assumptions behind the AI story.
Review proposed use cases, existing capabilities, data access and vendor dependencies. Identify what is evidenced, what remains a hypothesis and what should be tested after close.
Potential output: an AI opportunity and readiness brief, diligence questions and a post-close validation plan.
Explore assessment workA portfolio view that stays close to each business.
Common questions can travel across companies. The answers need to reflect the work being done.
- OpportunityWhat business outcome are we trying to improve, and what assumptions sit behind it?
- ReadinessDo the data, systems, people and permissions support the proposed use?
- AccountabilityWho owns the process, reviews exceptions and decides whether to expand?
- EvidenceWhat has actually improved relative to the baseline, and what remains uncertain?
For the people running the company.
An AI initiative needs to fit the team’s capacity and the process it is meant to support.
The work begins with the people who know that process. Together, we can define a useful problem, examine the existing stack and choose a pilot small enough to evaluate carefully.
The proposed handoff includes operating instructions, review boundaries and a named owner, so the next decision has somewhere to land.
Read about focused implementation