Services

Strategy × Execution

Most consultants hand you a strategy and walk away. Most engineers build without asking why. I do both.

Strategy

Where to aim — and why

I sit with your leadership team and answer the question that precedes every AI initiative: what would move the needle most for your business this quarter? Then we build the roadmap, the business case, and the organizational alignment to make it happen.

  • AI readiness assessment — what you have, what you need, what to stop doing
  • Use case prioritization using ROI, not hype
  • Board-ready AI narrative and competitive positioning
  • Vendor and model strategy — avoid lock-in
  • Technical diligence for investors and acquirers
  • AI governance framework and risk register
Starts with a focused assessment. Delivers a prioritized roadmap with a “why now” narrative. Can stand alone or lead into Execution.

Execution

Good, fast, cheap. Pick all three

I embed with your engineering team and take responsibility for delivery. I attend standups, review code, build prototypes, and establish the evaluation systems that turn demos into production. This is not a handoff — it is a partnership.

  • AI-first development process design and implementation
  • Evaluation systems that separate demos from production
  • Hands-on prototyping and architecture
  • Team upskilling — engineers learn to orchestrate, domain experts learn to co-build
  • Production deployment with structured evals, not vibe checks
  • Investor-ready technical brief and diligence materials
Weekly retainer. 90-day initial engagement. I code, ship, and own deliverables alongside your team.

Better Together

AI-first flywheel

Strategy without execution is a slide deck. Execution without strategy is a science project. The clients who see the fastest ROI engage on both — strategy identifies the 3-4 initiatives that matter, AI-first execution ships those within weeks, and data provides the rocket fuel that compounds both. Results: off-the-chart.

The Process

Assess. Build. Measure.

01

Assess

Interview stakeholders. Audit your AI landscape, data, and processes. Identify the 3-4 initiatives that actually matter — and the 96 that don’t. Deliver a prioritized gap report.

02

Build

Architect AI-first development processes. Establish evaluation systems. Build prototypes that prove value. I code and ship alongside your team.

03

Measure

Deploy with structured evals, not vibe checks. Track cost per task, output per FTE, and cycle time. Create the operating cadence that compounds AI advantage over time.