03 · Strategy

AI Strategy & Implementation

From thesis to deployment. We help operators figure out where AI creates durable advantage, where it’s noise, and how to ship it responsibly.

What this is

AI strategy engagements answer three questions for the operator. First, where in the business does AI create real, defensible value. Second, what does it cost to build it responsibly. Third, what is the regulatory and reputational exposure of getting it wrong.

We work through these in sequence, vendor-neutral and evidence-driven, with no model or platform to sell. We don’t take referral fees and we don’t resell.

The work

  • Opportunity assessmentAI use cases identified and ranked by impact, feasibility, and timing. Grounded in your unit economics and your data assets, not vendor pitch decks.
  • Build vs. buy vs. partnerFor each viable use case, an honest analysis of whether to build internally, buy from a vendor, or partner with a model provider.
  • Responsible AI frameworkGovernance design covering data provenance, bias monitoring, human-in-the-loop requirements, and audit trail. Tuned to your sector and your regulators.
  • Pilot scopingSuccess criteria, exit conditions, and a defined budget so pilots either ship or get killed quickly. No indefinite POCs.
  • Implementation oversightQuality gates, vendor management, and the discipline to keep AI projects from becoming AI graveyards.
  • DocumentationDecision logs, governance artifacts, and operational runbooks that survive the project owner.

When this fits

  • Companies whose boards are pushing for an AI strategy and need an honest read.
  • Operators evaluating multiple vendor pitches who need a neutral perspective.
  • Companies with one AI deployment in production already and considering more.
  • Organizations in regulated sectors like financial services, healthcare, and hiring, where AI exposure has board-level implications.

How it’s structured

  • Six to twelve week project, scoped to the depth of work.
  • Discovery, options, recommendation, and implementation plan.
  • Vendor-neutral throughout. We don’t take referral fees.
  • Optional oversight retainer after handoff for the first six months of deployment.

Have an AI question your board is waiting on?

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Pre-investment and post-close technical review for PE, VC, and angel investors.

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Embedded CTO, CIO, CAIO, CISO, or CPO seats held with full operational responsibility.

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