Explore, validate, and share data impact before merging
Recce helps data teams discover actual data impact and turn insight into actionable checklists for dbt pull request reviews. It’s a practical way to implement data best practices - know what’s changing, understand the impact, and merge with clarity.
Recce accelerates PR review from days to hours by automating validation checks and providing clear, actionable insights. Teams report 90% reduction in review time and 70% reduction in customer data complaints through early-stage validation.
Recce provides downstream impact analysis that traces schema changes to affected tables and dashboards, showing which reports or processes are impacted by a PR. The agent visualizes lineage and value changes for complete visibility.
Recce runs automated schema diffs, data diffs, row counts, and downstream impact analysis on every PR, catching breaking changes before merge. The AI agent explains what changed and why it matters, reducing manual investigation time from hours to minutes.
Recce provides 'proof of correctness' for data changes through comprehensive validation beyond basic test results. LLM-powered insights explain what passed, what failed, and what's safe to ignore, enabling teams to ship with confidence rather than fear.
Recce Cloud enables teams to comment on diffs, share findings, and turn one-off questions into automated checks. SOC-2 compliant platform with unlimited seats allows non-technical stakeholders to review data changes without raw data exposure.