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

• Contract Scope – table/view name, business purpose, consumer list.

• Owner Matrix – technical owner, business owner, escalation contacts.

• SLA Definition – refresh cadence, acceptable latency, data quality thresholds.

• Change Workflow – approval steps, testing requirements, communication plan.

• 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.