AI and Data Readiness Review
For one defined AI or data use case, Archetype Core reviews data readiness, system readiness, and evidence readiness to identify the highest-priority architectural gaps before they become production problems.
Three Questions the Review Tests
A system can work in production and still carry weaknesses in data quality, controls, ownership, traceability, or operational evidence.
Is the data authoritative, understood, and traceable to its source?
Can it be used securely and reliably, with the right controls, testing, and monitoring?
Could someone later reconstruct what the system saw, did, produced, and what a human ultimately decided?
Data + Decision Traceability Map
The review maps the selected use case across the full chain so missing controls, ownership, dependencies, and traceability become visible.
Source → data / retrieval → AI / agent → output → human action → decision
What You Leave With
The review is designed to support a real architecture or implementation decision, not produce a generic maturity score.
Data + Decision Traceability Map for the selected use case.
Findings tied to evidence, mission, and operational risk.
Remediation or pilot recommendation when the evidence supports it.
One-hour readout with your team to walk through the map, findings, and next decision.
Standard Review
From kickoff
Confirmed at intake
Fixed fee
Standard engagement covers one bounded use case confirmed during a short intake. Delivery starts at kickoff once required access and materials are available. Work outside the confirmed boundary is scoped separately.
Built for federal agencies, government contractors, and regulated teams modernizing consequential data or AI systems.
Scope Note
This is an advisory engagement, not a penetration test, compliance certification, formal audit, or authorization decision. Findings may point to remediation, modernization, a controlled pilot, evidence and traceability improvements, or no build at all. Any implementation work is scoped separately.
Start with a short intake to confirm the boundary, access, and materials needed for the review.
Discuss the Readiness Review