Fractional AI Platform Executive

Scale AI from pilot to production.

I help executive teams build the platform, governance, and operating model required to scale AI into production.

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25+ years in enterprise AI · Fortune 500 platform leadership · PMP · Dual M.S. in CS/AI & Engineering Management

30–45%
Improvement in RAG Accuracy
$10M+
AI Programs Defined & Funded
99.95%
Uptime in Production Environments
Up to 40%
Reduction in AI Infrastructure Costs

The Questions That Matter

Three decisions every executive team must get right.

? Where should we build vs. buy?
? How do we govern AI at scale?
? How do we turn AI into measurable ROI?
Most teams never answer these clearly. That's why AI initiatives stall.

Capabilities

Core Practice Areas

Executive partnership across platform strategy, governance, security, and production execution.

LLMOps Platform Architecture

Enterprise LLM platforms designed for scale—integrating governance, lifecycle management, evaluation, and deployment into a cohesive operating model that supports production AI.

RAG System Engineering

Enterprise retrieval platforms that improve decision quality and user outcomes—designed for reliability, observability, and continuous evaluation against business metrics.

AI Agents & Orchestration

Production-grade agent systems that orchestrate tools, workflows, and decisions within defined governance and safety boundaries—aligned to enterprise reliability standards.

AI Governance & Compliance

Governance frameworks that enable safe, auditable, and scalable AI adoption—integrating risk management, model lifecycle controls, and regulatory alignment into platform operations.

Who I Work With

Organizations ready to move beyond experimentation.

I work best with teams that have validated AI's potential and now need the platform leadership to make it real.

— CTOs and VP Engineering scaling AI from pilots to enterprise platforms
— Organizations that need governance, security, reliability, and cost control before they can scale AI
— Teams looking for a fractional AI platform leader — not another consulting deck

Why Teams Reach Out

  • "We have working pilots, but no platform strategy to scale them."
  • "Our AI works in demos — but breaks down in production."
  • "We're spending on AI tooling but unclear what to build in-house vs. buy."
  • "We need governance, security, and compliance guardrails before we can go enterprise-wide."
  • "We need VP-level AI leadership without the full-time hire."
  • "We invested in an AI platform, but adoption is stalled and ROI isn't materializing."

What Success Looks Like

Outcomes you can expect at production scale.

Clear, measurable improvements across delivery, reliability, governance, and adoption.

— Deployment cycles compressed from weeks to days
— 99.95% platform uptime across production workloads
— Up to 40% infrastructure cost reduction
— 30 - 45% retrieval accuracy improvement in RAG systems
— Enterprise governance aligned with EU AI Act, SOC 2, and NIST
— Measurable adoption growth across teams and use cases

Let's Talk

Ready to turn your AI investments into production systems?

If you're working on something that requires deep AI platform expertise, reach out with context on your initiative and what you're trying to accomplish.

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