Scope a safe dataset
Dataset shape, non-sensitive field names, business rule candidates, and permission boundary.
Pilot-ready, not pilot-validated yet
Business Data Pilot Offer
Turn the project from a portfolio demo into a safe pilot-ready offer for people who can bring anonymized business-shaped data or a real data-quality workflow problem.
Run a bounded replay
CSV upload or read-only PostgreSQL run with row/column limits and no stored raw data.
Review evidence-backed findings
Useful finding, missed rule, confusing recommendation, or accepted root-cause hypothesis.
Publish redacted evidence
GitHub issue with permission to count, no private data, and a concrete observed result.
Eligible data sources
- anonymized order, ticket, transaction, inventory, or signup CSV
- read-only PostgreSQL table with non-sensitive columns
- synthetic-but-business-shaped export that mirrors a real workflow
- written business case when data cannot be shared
Evidence gates
- non-owner reviewer or pilot contact
- public GitHub issue or public review link
- explicit permission to count the redacted result
- dataset shape and path tried
- one concrete useful, confusing, missing, or reproducible finding
- confirmation that no private data was posted
Current public counts
- confirmed_external_users0
- external_feedback_items0
- business_case_feedback_items0
- reproducible_feedback_items0
Submission paths
Published a pilot-ready business data offer with 4 pilot steps, 4 eligible data-source types, 6 evidence gates, a public pilot issue, and zero current external pilot claims.