SKILL

Data Contract Framework

Operating model for defining, enforcing, and auditing BI data contracts.

Published by @gtmagents·0 agent reads / 30d·0 saves·

Data Contract Framework Skill

When to Use

  • Establishing ownership and SLAs for mission-critical BI tables.
  • Coordinating schema changes between engineering, analytics, and RevOps.
  • Auditing data reliability before major launches or executive reporting cycles.

Framework

  1. Contract Scope – table/view name, business purpose, consumer list.
  2. Owner Matrix – technical owner, business owner, escalation contacts.
  3. SLA Definition – refresh cadence, acceptable latency, data quality thresholds.
  4. Change Workflow – approval steps, testing requirements, communication plan.
  5. Compliance & Audit – logging, version history, and retention requirements.

Templates

  • Data contract one-pager (scope, owners, SLAs, dependencies).
  • Change request form with impact assessment.
  • Audit checklist for quarterly reviews.

Tips

  • Keep contracts lightweight but enforceable—link to dbt/docs for deeper detail.
  • Automate SLA checks via dashboards and alerting.
  • Pair with audit-data-contracts to prioritize fixes and highlight risk.

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