Is your data ready for the AI you were promised?

Read access to extracts from each in-scope system, plus the documentation you already have: data dictionaries, architecture diagrams, interface specs. We profile samples; full production loads aren't required.

Only if you choose. By default, profiling runs inside your environment, under your access controls. Where that isn't practical, extracts move over a secure transfer method you approve, and are deleted at the end of the engagement.

Yes. We sign your NDA and complete your vendor security review before data access, and plan the start date around it. We carry professional liability (E&O) and cyber liability insurance.

Profiling measures fields and tables: completeness, validity, duplicates, and how records link across systems. Nobody reviews individual claims or patient cases. Where sensitive fields such as PHI are in scope, they can be masked before profiling, or profiled inside your environment so they never leave it.

Regulators ask where reported figures and model inputs come from, who owns the data, and who can reach it. The assessment grades exactly that, system by system, and shows where the answers break down. Closing those gaps is roadmap work, and governance support, including deployment patterns aligned with the NAIC Model Bulletin for insurers, is available as a follow-on.

Six weeks from data access: weeks 1–3 interviews and mapping, weeks 3–5 profiling and scoring, week 6 the leadership read-out. The clock starts when access is in place, not at signature.

A project lead to schedule interviews and approve access; 12 to 20 interviews of about an hour each in weeks 1–3, with the data, IT and business people who run the in-scope systems; and your sponsor at the read-out.

A fixed fee, scoped by the number of source systems: 5, 10 or 15. You know the price before we start, and there's no hourly billing. Early-client pricing holds for 2026 engagements.

We scope to the systems your funded AI use case actually depends on, which is usually fewer than people expect. Larger estates can be assessed in phases.

Remote. Interviews, profiling and the read-out run over video and the access you approve. If you'd like us in the room for the read-out, we can arrange it.

Yes. Health plans and providers are graded on the same five dimensions, against use cases such as fraud, waste and abuse detection. Switch this site to Healthcare to see a health plan's sample read-out.

A scorecard grading every in-scope system A–F on five dimensions, a gap list ranked by impact on your funded use case, a roadmap in four horizons with the first use case scoped for 90 days, and a leadership read-out.

No. The roadmap is yours to act on, with or without us. Your own team or existing partners can take it on. If you want us, we deliver the first AI use case (Applied AI Build) and the governance work; larger platform engineering is delivered with our partners.

Yes. The roadmap points to what your use case needs, not to a particular product.

That's the point of doing it first. A graded answer in six weeks costs a fraction of a pilot that stalls after go-live, and the roadmap says exactly what to fix first.