Data Governance
Data Contract Studio — MAP ↔ warehouse alignment
Translate marketing payloads into warehouse-friendly contracts without losing campaign nuance.
What happens inside
We pair your data operations specialist with ours to draft contracts for nightly sync jobs, idempotency keys, and schema evolution. The briefing ends with a reconciliation playbook so incident records stay readable when something drifts.
Facilitation toolkit
- Contract templates per object type
- Versioning strategy for breaking changes
- Incident records taxonomy for ops retros
- Cross-org workflow swimlanes
- Latency budgets with alerting thresholds
- Sample dbt tests for marketing facts
- Stakeholder sign-off grid
Tangible outcomes
- Approved contract set for v1 launch
- Runbook for schema drift detection
- Shared glossary between analytics and lifecycle teams
Sora Ahn
Data operations specialist focused on Snowflake and BigQuery pairings with Iterable.
Participant questions
Do you touch PII?
We design masking patterns but legal review of residency rules stays with your counsel.
Will engineers attend?
We strongly include at least one engineer per session; otherwise decisions may lack feasibility.
What is excluded?
No production deploys or Terraform writes—only specifications and acceptance criteria.
Recent participant notes
“The contract studio clarified how our nightly job order should change before Black Friday traffic.”
“Dense but fair. Bring coffee.”