Just rolling out a coding harness won’t give you an AI-first organization.
Offerings
AI engineering diagnostic
Rapidly understand where your organization stands up against industry-leading practice, and what concrete steps you can take to go faster. Backed by real data from your engineers and supported by our expert team of former CTOs.
AI-native software delivery
Agents now write much of your code, while your planning and review processes still assume people do. Our former CTOs redesign roles and quality gates with your leadership team, then measure the change in throughput and rework from your engineers’ traces.
AI skills uplift
Bring the rest of your team up to the level of your best AI users. We score agent sessions against your own engineering standards and send each engineer private coaching notes, then rework your roles, career ladders and hiring bar for a team that directs agents.
AI software factory buildout
Stand up a custom enterprise harness and background agents that turn tickets into pull requests without an engineer at the keyboard. Our forward deployed engineers run both and tune them from your team’s traces. Your organization keeps the IP.
CXO advisory team
Field CTO
Formerly CTO @ Lattice, DOE @ Dropbox
Head of AI
Formerly VPE @ Experian, Partner @ Oliver Wyman
Co-founder & CTO
Formerly exited founder & CTO @ Glide, VPE @ Compass
Forward-deployed engineers

Gustavo Machado
Experience: CTO @ Stargazer, VPE @ KidoZen

John Kulzick
Experience: VP @ Goldman Sachs, Staff Eng @ Teradata

Jerry Bao
Experience: Data engineering @ Uber, Reddit, Workday
Plus a global bench of experienced AI/ML engineers, with coverage in Europe, the USA and LATAM


