The framework · how we work

Educate. Design. Audit.

Three layers. Each only useful after the one before it lands. We never skip ahead — and we never start a project that doesn't end with you owning the next round.

“I’d be willing to purchase the enterprise [AI] accounts if I actually thought people here would make good use of it, but I think only a small few are interested in trying.”
Owner of a global HR assessments company
LAYER 01

Educate.

We teach your team how to think about AI — what it can do, what it can't, and when to be wary. The ground rules for a real shift in how the team approaches the work.

By the end, your senior team has a shared vocabulary, a sense of what to trust, and the floor every later layer stands on.

DeliverableRole-mapped AI literacy curriculum
DeliverableUnified data-layer audit + glossary
OutputSenior team passes scenario-based exit assessment
Typical duration2–4 weeks
LAYER 02

Design.

We go deep into how your business actually runs. We map the real workflows and find the ones that genuinely benefit from AI — and will still be true next quarter. Anything that goes obsolete every week, we don't recommend building.

Then we design the org around what's left. Who owns each surface, what hands off to whom, where the guard rails go. Most teams have agents; they don't have a designed org around the agents. We close that gap.

DeliverableWorkflow map · current vs. target state
DeliverableAgent ownership matrix
OutputEach agent has one named owner and one review cadence
Typical duration4–8 weeks
LAYER 03

Audit.

We check what's actually working, write the one-page audit your CISO can read, and hand the system off so your team owns it cleanly. Plus HITL checkpoints, drift detection, and the phantom-and-rogue inventory — everything you'd expect from an audit, ending in a real handover.

Layer 03 is almost always the closing chapter. By then your team can run the system; we just give them the way to know it's still running after we leave.

DeliverableOne-page audit · CISO-ready
DeliverableHITL checkpoint inventory
OutputMonthly review cadence owned by your team
Typical duration1–2 weeks

Want to know which layer your team starts in?

That's the 15-minute call. We'll tell you on the call.

Book a 15-minute AI triage