Readiness check
Get a shorter workflow snapshot and see what still blocks dependable reuse.
Design stance
Deterministic scoring, readable outputs, and explicit limits.
Logic
Primary-literature-grounded, deterministic scoring with explicit blockers and rationale.
Output
Readable reports, stronger charts, and artifacts that hold up in planning and review.
Two areas
DQ is the fuller six-dimension diagnostic. Readiness Check is the shorter workflow snapshot.
DQ
Diagnose the operating dimensions that determine whether a workflow can be trusted, reused, and prepared for controlled AI use.
Use the Data Quality Diagnostic when you need the fuller diagnosis first: where trust breaks, where structure collapses, and what to fix next.
RC
Estimate the current workflow condition and show what still blocks dependable reuse.
Use the Readiness Check when you need a shorter first-pass snapshot with explicit capability gaps.
What the readiness check emphasizes
When to use it
Choose the readiness check for first-pass qualification and quick workflow snapshots where speed matters.
What changes after the report
The readiness check is the lighter wrapper. The full DQ view stays available when you need the blocker-level diagnosis behind the snapshot.