Pre-launch
Pilot works, but is it ready?
Your AI prototype is working in the demo. You need to know if it's ready for real users, real load, real audit — and what it'll take to get there.
Offering · Best First Step
A low-risk first engagement: architecture review, evaluation framework, governance and reliability assessment, plus a costed roadmap. Governance Assessment if you're pre-launch — Production Audit if it's already live.
Who It's For
Pre-launch
Your AI prototype is working in the demo. You need to know if it's ready for real users, real load, real audit — and what it'll take to get there.
In production
It's live, but costs are climbing, behavior is drifting, governance gaps are surfacing, or evaluation is missing. You need an honest read on what's working and what isn't.
Compliance / scale
You need a third-party assessment against a specific standard — audit prep, security review, scale readiness, or board-level governance gap analysis.
Deliverables
Concrete artifacts you can act on — not a slide deck.
01
Annotated review of the current system — data flow, dependencies, integration boundaries, failure modes, single points of failure.
02
How you measure quality, drift, and regression. Eval harness recommendation, dataset structure, and CI integration plan.
03
Audit trail, access controls, policy enforcement, human-in-the-loop points, model and prompt versioning. What's there, what's missing.
04
Observability coverage, error budget, cost per request, scaling chokepoints, retry/timeout behavior — and where the next failure is most likely.
05
Prioritized list of fixes: what to do first, what it costs in engineering time, what risk it retires. Sequenced for shipping, not for reading.
06
Everything in a written report your team can act on, plus a live walkthrough with your engineering and product leads.
How It Works
Kickoff call, access to code/infra/docs under NDA, and an aligned scope. Day 0–2.
We read the code, run the evals, trace the production paths, talk to your engineers. Most findings surface here.
Written report, costed roadmap, and a live walkthrough with your team. You leave with a clear next step — no commitment beyond that.
Why Us
We run our own production AI and edge systems (ContinuumState, EdgeBits, fasten). The patterns we audit against are the ones we've already passed real-world audits on.
Tell us where the system stands — pre-launch or in production. In two weeks you'll have a clear, costed path forward.