003 / How we work

One day.Real value.

It starts with the AI Readiness Scan. We connect to your stack and show you exactly where your team stands on AI readiness. One day, fixed price, no commitment after. From there, the engagement goes as deep as your team wants to take it.

Talk to us →See how it starts ↓
01 One day readiness scan

Are you ready for AI?
Find out in one day.

The platform connects to your stack and understands your team's AI readiness. Per-project, per-codebase. You'll know exactly where you stand and what to do next to use AI and trust its output.

Setup

What we need, captured together

  • Engineer interviews PMs, designers, engineers, and leads
  • Workflows mapped across every role
  • Platform connected to your stack and repos
  • AI readiness measured per-project, per-codebase
Connected and reading from day one. Full picture before any commitment.
Report

Scored, per project and codebase

  • Every project scored against the five-level maturity scale
  • Per-project, per-codebase visibility
  • Where the gaps are and where the quick wins sit
  • What it takes to move each one up
The precise picture of where you are and what it takes to move up.
Path forward

A scoped path forward

  • Fixed-price, milestone-based proposal for the engagement ahead
  • Every stage defined with an evidence-based exit
  • Scoped to your team's current level and the gap you want to close
  • Yours to act on or not
The report is yours to keep either way. No commitment needed to get it.
02 The engagement after the readiness scan

Our AI-native expert
working with you.

A forward-deployed engineer works inside your team, taking the team up the maturity levels and training every role along the way. The platform measures how well the team is adopting AI and trusting its output.

Forward deployed engineer

Building with your team, not briefing them

  • Senior forward-deployed engineer in the team
  • Building with your team, not observing from a distance
  • The whole team trained until the new way of working holds
  • We step back when the evidence says the team runs independently
The practice transfers in the work, not in a slide deck.
The platform

Every stage passed on evidence, not time

  • Platform tracks maturity level over time, per-project, per-codebase
  • Each stage confirmed by data, not by calendar
  • Right model for each task, with cost visibility per project throughout
  • Compliance posture maintained from day one through handover
You always know where the team stands and what it took to get there.
03 After our engagement

The platform stays.
Helping you stay at the forefront.

After we step back, the platform keeps measuring AI agent and team performance, and tracking adoption, ROI, compliance and cost per model and task. Your standards, skills and context stay live, so the practice keeps compounding.

01 · Insights→

Know where you stand

Maturity, adoption and ROI tracked per project, per codebase, over time. You always know where the team stands.

02 · Compliance→

Audit-grade, AI Act ready

Every AI call traceable. EU AI Act aligned by construction. Audit reports on demand, not a quarterly scramble.

03 · Performance→

Smarter AI, lower spend

Right model for each task, cost visibility per team and project. No runaway spend as the team scales.

04 · Context→

Practice that compounds

Constitution, skills and ADRs stay live. The practice doesn't drift as the team grows and changes.

Engineer · where needed AI-native standards and compliance requirements keep moving. As they do, we update the platform and a returning engineer scopes a focused engagement to upskill your team on what has changed and what is now possible.
Get started

One day to see where you stand.

No pitch, just a call. We scope the readiness scan, connect the platform, and show you exactly where every project and codebase stands. Fixed price, no commitment after.

Talk to us →See the platform ↩