AI ROI, delivered.

Fractional CTO leadership for PE portfolio companies that need results, not roadmaps. Your AI strategy shouldn’t live in a slide deck.

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25+

Years in AI/ML

$1B+

AI practice built from scratch

2x–100x

Client ROI in 6 months

Top 1%

Kaggle Master

The Challenge

Most AI initiatives stall between the pilot and production.

Your board is asking about AI strategy. Your team has demos, a growing vendor bill, and no clear path to ROI. The three questions I hear in every engagement:

“Where do I start? Which project gives the best ROI?”

100 initiatives competing for resources. No framework for choosing. Token usage is up; business impact is unclear.

“I made a demo — why can’t I put it into production?”

The gap between prototype and production isn’t technical — it’s evaluation, governance, and organizational readiness.

“How do I find qualified people to execute?”

AI talent costs 3-5x more than average engineers. A mid-level hire without a mandate can’t drive cross-functional change.

Free Playbook

Beyond the Pilot

The AI-First Playbook for PE Portfolio Companies.

Your board is asking about AI. Your competitors are shipping it. This playbook shows you what separates companies that demo from companies that deliver.