For software teams

AI integration for software teams

You have a product and a roadmap. You need an MCP server, agent tooling, or evals that prove the thing works before it ships. I build those, with your data layer in mind.

What I build

  • MCP server for your product

    Tool design, the auth model and hosting, plus an eval harness that shows an agent can finish real tasks, and what each run costs.

  • Agent tooling and evals

    Tool specs, regression suites, and cost and latency tracking, so you know a change helped before it ships.

  • Retrieval and gateways

    Retrieval over your docs and data, model routing, and cost control.

  • Fractional AI lead

    Two to four days a month, three-month minimum, for teams of 10 to 50 engineers.

What the Readiness Review returns

2 weeks, $6,500. Credited in full against a Build Sprint signed within 60 days of delivery.

  • API surface audit
  • Tool design
  • Auth model
  • Eval plan with pass/fail criteria
  • Hosting plan
  • A fixed build quote

Prices

Ranges, not quotes. The fit call tells you where you land. All prices and terms.

  1. Fit call

    20 minutes

    Free

  2. Readiness Review

    2 weeks. Software teams.

    $6,500 fixed price

  3. Build Sprint

    4 to 8 weeks, with a kill clause

    $18,000–$45,000 fixed price

  4. Run

    Month to month, 30 days' notice

    $1,500–$3,000 a month

  5. Fractional AI lead

    2 to 4 days a month, 3-month minimum. Software teams.

    $2,000–$2,500 a day

Start with a 20-minute fit call

Free. What you run, what hurts, and whether I'm the right person. If I'm not, I'll say who might be.

Book a 20-minute fit call