AI Data Readiness Triage

Mission

Assess whether a dataset or data domain is ready for AI, analytics, or modeling before a project commits time and budget.

Current pain point: AI projects stall because access, freshness, quality, lineage, privacy, labels, and ownership are discovered too late.

Why this skill exists: Readiness scoring gives leaders a hard go, fix-first, or stop decision instead of optimistic prototype theater.

Operating Rules