Work
Three ways to buy production AI.
Embedded engineers and fixed-scope builds for startups that already tried Claude Code, a chatbot vendor, or a six-month hire.
Start a scoping callCapabilities
Three ways to buy production AI.
Consultation is not the front door. If you already have an agent, start with the audit.
Embedded AI Engineer
A senior engineer in your repo, Slack, and standups. Flat monthly. Three-month minimum.
Production Agent Build
A bounded agent with tools, approvals, evals, and a runbook. Six to ten weeks.
Agent Reliability Audit
A scored review of a live agent: task success, tool use, cost, and the three changes that move the number.
At a Glance
Dashboards, portals, and tools your team actually uses.
Every system we build ships with interfaces designed for daily operations — not just the automation underneath.
Engagement Models
How the work gets done.
Audit, build, or embed. The number is stated on the scoping call, before any work starts.
Ten business days. A written score of task success, wrong-tool calls, cost per successful task, and approval gaps.
- Task definition
- Trace sample
- Score
- Three changes
A fixed project, six to ten weeks. The agent lives in the client's repository, with an eval set and a runbook.
- Repo
- Eval set
- Traces
- Runbook
A flat monthly fee with a three-month minimum. A senior engineer in the client's standups, shipping on their stack.
- Week-1 change
- Production slice
- Day-30 system
- Handoff
The Difference
Need the call before the build?
AI Build Decision is a two-week written recommendation: buy, build, or stop.
Two weeks, fixed fee. We interrogate the problem, size the build, and hand you a written buy/build/stop call you own — no workshop, no slideware.
Service Guides
The current offers.
Deeper pages for the embed, the FDE model, the audit, the build, and the decision.
Embedded AI Engineer
A forward deployed engineer inside the client's repo, not a vendor-platform deployment.
Learn moreForward Deployed Engineer
The FDE model itself: what it is, how it differs from a vendor FDE or an agency, and when it fits.
Learn moreAgent Reliability Audit
A 10-business-day scored review. Not an observability subscription and not a security certification.
Learn moreProduction Agent Build
A bounded agent in your repo, with tools, approvals, an eval gate, and a runbook. Six to ten weeks.
Learn moreAI Build Decision
A two-week written recommendation: buy, build, or stop. Not a strategy workshop.
Learn moreReady to remove a manual workflow?
Bring one repeated back-office task. We'll map it, connect the right tools, and show what an AI integration or custom software build would look like.