Independent AI engineering consultancy
AI engineering for teams with established codebases.
We build AI into the systems you already run. Fixed price, fixed duration, one agreed outcome metric. You own everything we build.
30 minutes · free · no pitch
- In production at a network orchestration platform
- Toolchain migration for a thirty-year-old codebase
- Retention, role-based access, published subprocessors
01 / Offers
What we sell.
Start with the free half hour. Everything after it has a price and a duration.
- Office HoursFree
You want an honest read before spending anything
30 minutes on your actual problem. No pitch, no deliverable.
30 min
- Teardownfrom $4,500
Leadership wants a number for AI and you don't have one
A prototype agent on your code, a written assessment, a 90-day plan
2–3 weeks
- Harness Sprintfrom $28,000
Your team is slow on an old codebase and the AI tools didn't stick
Evaluation suite, context pipeline, review gates, CI integration
6–8 weeks
- Build Sprintfrom $30,000
You need one AI capability shipped into a system you already run
The capability in production, with evaluations and a human review step
6–10 weeks
- Embedded$9,000–24,000/mo
You want the engineers who built it to stay on
Forward-deployed engineering, one to three days a week
3-month min.
02 / What we believe
How well a model performs depends on the system around it.
The same model produces very different results depending on that system. We build that system.
- Evaluation suite
- Context pipeline
- Review gates
- CI integration
03 / Why us
What sets us apart.
- Production experience in mature codebases
- Independent of model vendors
- Fixed price, fixed duration, measured outcome
- The people who sell the work do the work
Start a conversation
Book office hours.
30 minutes, no pitch. We look at your actual problem.