Before production.
Make the gaps visible.

Mark only what you can support with evidence. This is a working checklist, not a certification or a guarantee of readiness.

01Data & evidenceWe know the source owners and update rules.Representative documents have been checked after parsing.Updates and deletions propagate to downstream indexes.

02EvaluationA versioned set of representative test cases exists.Missing evidence and failure cases have expected outcomes.We can compare a change against the current baseline.

03Access & actionsAccess rules are enforced before content reaches the model.Generated action inputs are validated outside the model.Consequential actions have defined approval boundaries.

04OperationsFailures and stale data are visible to an owner.Retries, duplicate actions and recovery have been tested.Deployment, configuration and operating notes are documented.

REVIEW PROGRESS

0/ 12

0 of 12

Start with the evidence.

Unchecked items become your exported review list. Checking a box records your assessment, not an independent verification.

Stays in this page. Refreshing clears your selections.

Discuss the gaps ↗

Bring us the problem. We'll work through the system.

Your next
hard problem.↗

Independent data & AI engineering.

SERVICES

Data engineering Production RAG Agentic workflows

EXPLORE

Work Lab & engineering notes About

START HERE

Discuss a project ↗ATS CV checker Excel formula & SQL generator

Before production. Make the gaps visible.

Before production.
Make the gaps visible.