AI and Data Readiness Review
For one defined AI or data use case, the review traces the evidence chain from authoritative source to human decision and shows where it stops being complete.
Three Questions the Review Tests
A system can be useful in production and still leave gaps in the record someone would need to reconstruct what happened later.
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 evidence, controls, and ownership become visible.
Source → data / retrieval → AI / agent → output → human action → decision
What You Leave With
The review is designed to support a real next 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 using AI, RAG, agents, or data workflows where the evidence has to hold up later.
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