AI Facilitation for Engineering Teams

Your team builds it.
We make sure they succeed.

Your internal developers already know your systems better than any outside team ever will. We train, facilitate, and coach them through building AI capabilities in-house — so the knowledge stays where it belongs.

24+ years
in technology
CTO
at XO (Vista Global)
VistaJet · JetSmarter
AI in complex operations
Aviation · Finance · Ops
industry depth

A Different Approach

Why We Don't Build It For You

Traditional AI Consulting

They build it. You depend on them.

  • Contractors learn your systems, then leave
  • Your team inherits a black box they don't understand
  • Every change needs to go back through the vendor
  • Institutional knowledge walks out the door
  • Results: projects that don't get maintained
Harness Foundry

Your team builds it. They own it completely.

  • Internal devs already know your systems
  • They build it — so they understand every part of it
  • No external dependency after we leave
  • Knowledge compounds inside your organization
  • Results: AI that actually gets used and evolved

What We Provide

External Facilitation for Internal Teams

Strategic Offsites

Align leadership and engineering on where AI fits and what to build first. The right framing before the first line of code.

  • AI opportunity mapping for your operations
  • First project selection and scoping
  • Leadership buy-in and alignment
  • Roadmap for what follows

Team Training

Get your engineers up to speed on AI tooling, LLMs, and how to build with them. Practical skills, not theory.

  • Hands-on workshops with your stack
  • LLM fundamentals and prompt engineering
  • Architecture patterns for AI products
  • AI-augmented development workflows

Project Facilitation

Guide your team through the full build — from architecture to launch. We keep the project moving and unblock the hard parts.

  • Sprint-by-sprint guidance and review
  • Architecture and model selection support
  • Integration strategy for existing systems
  • Quality and testing frameworks

Ongoing Coaching

A thought partner for the founder and a guide for the team as your AI capabilities grow beyond the first project.

  • Regular check-ins and strategy sessions
  • Async support on hard decisions
  • Next project identification and scoping
  • Team capability review and growth

Who This Is For

Two People in the Room, One to Get It Started

The Facilitator

An experienced CTO who coaches your team

I bring AI-in-production experience and hands-on facilitation — training your engineers, shaping the architecture, and keeping the project on track.

  • Sets the right AI strategy for your context
  • Trains and unblocks your engineering team
  • Leaves when the capability is built
The Builder

A lead engineer ready to build it

Your lead developer knows your systems better than anyone. With the right training and facilitation, they're the best person to build this.

  • Strong engineers, new to AI tooling
  • Embedded in the business, know the context
  • Will own and maintain what gets built
The Sponsor

A founder or leader who champions the initiative

You see the opportunity, commit resources, and clear blockers. You want to build a capability, not buy a dependency.


Engagement Models

How We Work Together

Strategic Offsite
A focused 1–2 day session to align leadership and engineering on your AI direction. Walk away with a clear first project, a shared understanding of the opportunity, and a team that's ready to start.
Facilitated Build
We guide your internal team through a full AI project — from training and architecture to launch and handoff. Sprint-by-sprint facilitation, with your developers doing the building.
Ongoing Partnership
Monthly retainer for continuous coaching and facilitation. For teams that want to build multiple AI capabilities over time, with a consistent thought partner for the founder and guide for the team.

Let's Talk

Do you have a team that should be building AI?

Tell us about your team and what you're trying to build. If there's a fit, we'll figure out how to make it happen.