Auto-generated from your code. Evolved by your teams. Binding on your pipelines. Stop wasting time documenting data governance — make it automatic, collaborative, and actually enforced.
Data contracts are defined once, then ignored. Schemas change. Definitions drift. Teams are left with documentation that no one trusts or updates.
You define SLAs and quality rules in spreadsheets and wikis. Pipelines ignore them. Broken contracts silently destroy data quality downstream.
YAML contracts are too technical for business users. Confluence docs are too vague for engineers. No collaboration, no alignment, no accountability.
Almost 1/3 of GenAI projects fail due to poor data quality. Without contracts enforced at runtime, your ML models inherit bad data and produce unreliable predictions.
We turn data governance from a documentation problem into an automation problem. Contracts auto-generate from your code, collaborate visually, and enforce at runtime.
Scan your dbt, Airflow, Spark, and SQL. Infer schemas, transformations, and dependencies. Generate OpenDataContractStandard-compliant YAML in minutes. Get from zero to 80% contract coverage before your first meeting.
Business users, data owners, and analysts define contracts visually. No YAML needed. Update SLAs, ownership, data quality rules. Changes sync back to Git automatically. Engineering and business finally speak the same language.
Queries fail early if they violate contracts. Schema drift detected. Quality rules enforced. Ownership mismatches caught. Broken contracts never silently cascade downstream. Your pipelines protect themselves.
Automatically generated lineage shows contract dependencies. Business users see where metrics come from, who owns them, and what guarantees you make. Lineage becomes actionable, not just visual diagrams.
Your contract layer becomes the trusted interface for AI agents. Agents query contracts by name, not raw SQL. They get consistent, governed results every time. No hallucinations. No broken joins.
Every contract change is tracked in Git. Full audit trail of who changed what, when. Compliance reviews become trivial. Rollbacks are one click. Contracts evolve, not break.
Watch as a schema change cascades through your contracts—and how you prevent it from breaking downstream:
Column user_id renamed to user_identity
This column is part of 3 active contracts. All flagged automatically.
Visual diff shows: 14 downstream models affected. 2 metrics broken.
Pipeline fails intentionally. Data owner approves change. Contracts auto-update.
| Capability | Data Lineage | Generic Lineage Tools | Data Catalogs | Platform Tools |
|---|---|---|---|---|
| Auto-generate contracts from code | ✓ | ✗ | ✗ | ✗ |
| Visual contract authoring (no YAML) | ✓ | ✗ | Partial | ✗ |
| Enforce contracts at query time | ✓ | ✗ | ✗ | ✗ |
| Collaborative + Git-managed | ✓ | Partial | Partial | ✗ |
| Lineage auto-generated from code | ✓ | Partial | Partial | ✗ |
| Semantic layer integration | ✓ | ✗ | Limited | Limited |
| AI agent ready | ✓ | ✗ | ✗ | Limited |
Problem: Regulatory audits demand proof of data lineage. Compliance teams drown in manual documentation.
Solution: Contracts auto-generate audit trails. Lineage is always current. Auditors see exactly what data powers decisions.
Problem: 1/3 of GenAI projects fail due to bad data. Models train on drifting schemas and corrupted data quality.
Solution: Contracts define data expectations before training. Enforcement prevents schema drift. Models train on reliable data.
Problem: Business teams get different numbers in different dashboards. Metrics are defined in 10 different places.
Solution: Single source of truth for metrics. Contracts define ownership and quality guarantees.
Problem: Managing 100+ pipelines manually. Schema changes break things silently. No accountability for data quality.
Solution: Contracts enforce governance at scale. Teams self-serve with guardrails built in.
Problem: HIPAA and GDPR compliance requires traceability. PII tracking is manual and error-prone.
Solution: Contracts mark sensitive data. Lineage traces PII end-to-end. Automatic audit trails.
Problem: You have dbt, Snowflake, and BI tools but no governance layer to bind them together.
Solution: Contracts tie your entire stack together. One layer of governance across everything.
Join the waitlist for early access. Auto-generate contracts from your existing code. See the contract-lineage loop in action.
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