Chapter 01
Your engineering org, rebuilt around AI.
Audit, build, operate. Inside the IDEs and CI your team already uses.
How an engagement runs
014 weeks
Audit
Tooling baseline, friction map, and adoption blockers identified.
0212–16 weeks
Build
Toolchain provisioned, workflow standards shipped, curriculum delivered.
03Ongoing
Operate
Quarterly training refreshes and tooling updates as models evolve.
Composite outcome from anonymized engagements
6 months
Onboarding through full adoption
Diagnosis to operating system
$24M
Engineering productivity unlocked
Composite from anonymized engagements
1
Engineering org, end-to-end
Depth, not breadth