AI cost, policy and model oversight · Design partner program

Measure every AI call. Optimize the outcome.

StrataMCP stands in the path of every AI call your firm makes. Spend attributed to the business unit that caused it, not just the API key that carried it. Cheaper models proven on your own traffic. And for every clause of the AI policy you have already written, an honest answer about whether anything can check it.

01 · How it works

Observe.

StrataMCP sits inline in front of your existing endpoints. Each call is traced and priced in real time, then attributed to the business unit that caused it and not only to the key that carried it. Your one opaque invoice becomes an itemized bill, arranged the way the business is. The calling contract never changes.

02 · How it works

Experiment.

Real calls are replayed against candidate models inside a budget you set. An independent judge scores quality on both sides. Your traffic, not synthetic benchmarks.

03 · How it works

Save.

When a challenger holds quality at lower cost, the recommendation arrives with its full evidence chain — the calls, the scores, the delta. You approve every change. Strata never reroutes on its own.

04 · How it works

Govern.

Start with the policy you already wrote - the real one, in its own language, not a vendor template you have to adopt first. Every clause that can be measured is matched to the rules that measure it. The rest are enumerated by name: reputational harm, strategy disclosure, safe harbor, employment decisions. Clauses no software can evaluate, listed rather than quietly folded into a coverage score - because a tool that reports the measurable half and calls it coverage has told you nothing about your exposure. You get both halves of your policy, and you know which is which.

Why Strata

Your AI bill and your AI policy, both made answerable

Model spend is now a line item finance asks about, and AI policy is a question a regulator asks about. StrataMCP answers both from the same position in the call path - the one place every third-party model call can be seen, priced and checked.

Cost by business unit, not just by key
Every call is priced from live provider rates and attributed to the unit that owns the application, against the budget that unit was given. The invoice stops being opaque and starts being someone's.
Experiments on your traffic
Candidate models are judged on calls sampled from production, inside a capped budget. No synthetic benchmarks.
Savings you can prove
Every recommendation ships with its evidence: the calls, the scores, the delta. A receipt, not a guess.
Your policy, clause by clause
Covered, control switched off, or nothing can check it - never a single score. A clause no tool can check is a finding you act on, not a gap we hide.
You approve every change
Routing changes only on operator approval, and each one leaves an audit record: who approved it, when, and the evidence it was decided on. No silent model swaps.

Working on your AI spend or your AI policy?

We are onboarding a small group of design partners. If your AI bill is a number someone keeps asking about, or your AI policy is one nobody can prove you are meeting, we should talk.

Become a design partner

Invite-only while we build with early partners