How we work

A pipeline, not a PowerPoint.

Four phases, each with a hard gate at the end. You can stop at any gate and keep everything we've built. We move you to the next gate — or tell you why not.

1

Diagnose

Readiness audit across data, workflows and governance.

Gate: one pilot signed off
2

Design

Pilot co-designed with the people who'll live with it.

Gate: governance approval
3

Deploy

Built and validated in your live environment.

Gate: beats baseline
4

Scale

Monitoring, governance and adoption playbooks.

Gate: team runs it solo
Gate 1 — Diagnose · 2 weeks

A readiness audit with no sales agenda.

We look at your data, workflows, governance and team — and give you an honest picture of what AI can and cannot do for you right now.

  • Interview business, ops and IT leads
  • Audit data quality, access and lineage
  • Map your highest-friction workflows
  • Review existing AI pilots and vendors
You get
Readiness scorecard
Plus
Ranked use cases
Plus
Risk register
Gate 1
Pilot signed off
Gate 2 — Design · 2–4 weeks

Designed with the people who'll live with it.

The pilot is designed with the front-line people who'll use it — not for them. By the end, everyone who touches the workflow has changed something about it.

  • Co-design sessions with end users
  • Define human-in-the-loop boundaries
  • Specify integration points and data flows
  • Draft the safety case and audit trail
You get
Pilot blueprint
Plus
Baseline measured
Plus
Build plan
Gate 2
Governance approval
Gate 3 — Deploy · 4–8 weeks

Built in your environment from day one.

Your data, your security perimeter, your core systems. Staging demos are for finding problems, not hiding them. Every release passes safety and risk checks before going live.

  • Build and integrate in your stack
  • Validate against retrospective data first
  • Shadow-mode run before any live use
  • Train the team that will operate it
You get
Live pilot, one team
Plus
Monitoring dashboard
Plus
Runbooks
Gate 3
Beats baseline
Gate 4 — Scale · ongoing

From one team to the whole organization.

What works in one team breaks in ten unless adoption is engineered. We turn the pilot into an operating capability your own team runs.

  • Team-by-team rollout with local champions
  • Model monitoring and drift alerts
  • Quarterly governance reviews
  • Capability transfer to your team
You get
Scale playbook
Plus
Live monitoring
Plus
An independent team
Gate 4
Our exit
Trust & compliance

Boring on purpose.

DATA

Your data stays put

Sensitive data stays inside your security perimeter. Agreements signed before any access; de-identification by default for model work.

GOVERNANCE

Regulator-conscious

We map each use case to your regime — HIPAA, GxP, SR 11-7, NAIC AI — and design around it, with audit trails and human accountability throughout.

Start at gate zero.

A 30-minute call to figure out if a Diagnose sprint makes sense. If it doesn't, we'll say so.

Book a call →