Data Readiness
Essays by the OneMind Strata Team. Click a title to open the full essay.
Data Debt: The Quiet Tax on Every AI Idea
Cross-Industry
Catalog, contracts, owners—then models.
Synthetic Data: Where It Helps (and Where It Hurts)
Technology & Software
Boosting long tail cases without lying to yourself.
Evaluation Sets from Real Work Artifacts
Communications & Media
Mining tickets, emails, and docs for goldens—safely.
Min-Posture Pipelines: Good Enough to Ship
Real Estate
Late-binding semantics, idempotent loads, and rollback levers.
PII/PHI: A Practical Segmentation Playbook
Healthcare
Tokenization, masking, and role-aware access zones that actually ship.