From plain English to production‑grade checks
qc-rules features
Natural‑language to rules
Describe the requirement in plain English; qc‑rules drafts precise, testable checks with suggested coverage and examples. Refine with one click, version safely, and promote through environments.
Real‑time enforcement & dry‑runs
Validate data and events in-stream or in batch. Gate changes pre‑merge, run dry‑runs to see impact before enforcing, and roll back instantly if a rule is too strict.
Explainable diagnostics
Every failure comes with a clear why/where, sample records, and suggested fixes. Monitor drift and anomalies over time, with alerts that link back to the exact rule and context.
Simple Pricing
Flexible pricing to match any budget or team size.
Starting at
14-day free trial — no credit card required
What’s included
- AI-generated quality rules learned from your historical data
- Natural-language rule builder and explainable suggestions
- Real-time anomaly and drift detection across pipelines and APIs
- Auto-tuning thresholds to cut alert noise
- Coverage analytics to see what’s monitored and what’s not
- Integrations: Snowflake, BigQuery, Redshift, Postgres, S3, Kafka, dbt
- Alerting and ticketing: Slack, Microsoft Teams, PagerDuty, Email, Jira
- CI/CD gates to block deployments on failing checks
- Role-based access control and audit logs
- Up to 10 data sources, 5 seats, 50M checks/month
- Standard support (email) and in-app onboarding
Frequently asked questions
Make quality a feature, not an afterthought.
Connect your data and workflows, auto-generate checks, triage failures in real time, and learn from every exception. Fewer defects. Faster releases. Happier teams.