"Recce was a game changer"
"My entire team uses Recce"
"Work smarter, not harder"
# Build prod and generate dbt docs into ./target-base
dbt seed --target prod
dbt run --target prod
dbt docs generate --target prod --target-path ./target-base
dbt seed --target prod
dbt run --target prod
dbt docs generate --target prod --target-path ./target-base
# Switch to your dev branch
git switch my-awesome-branch
git switch my-awesome-branch
# build your dev environment
dbt seed
dbt run
dbt docs generate
dbt seed
dbt run
dbt docs generate
# Start a Recce Instance
recce server
recce server
# Get Started in 5 Minutes
- Prep your dev and prod environment dbt artifacts
- Run Recce
- Explore and preview data change before merging to prod
Benefits
Recce excels where it matters most
Faster Merge Times
Analytics engineers can provide the proof-of-correctness of their work so PR reviewers and stakeholders can sign off quickly and confidently.
Visibility into Data Impact
Understand data impact by comparing your development branch data with production data for accurate impact assessment.
Stable Production Data
Use Recce to QA data before merging to production ensures that live daat remains stable.
Pull Request Best Practices
Recce enables data teams to successfully implement data best practices with actionable insights for each PR.
Read through our documentation to get a full grasp of Recce’s powers. Read More
Streamlined PR Review
For Analytics Engineers and PR Reviewers
Recce improves developer and reviewer, or stakeholder, communication by providing a systematic method to demonstrate and record data impact
View DemoAnalytics Engineer
- QA your work, as you work by systematizing the ad-hoc checks you already do
- Focus your QA checks only where change is detected
- Share data check results for PR review as proof-of-correctness of your work
PR Reviewer
- View and approve data checks with high visibility into data impact
- Get full coverage of data impact with automated and developer created checks
- Merge PRs with quickly and with high confidence
Lineage Diff
Impact-Focused Analysis
Focus your impact assessment on only the affected area of the lineage DAG.
Data Integrity
Structural Checks
Maintain data consistency with automated row count and schema checks.
Data Profile Diff
Statistical Comparisons
Understand data impact at a glance with before-and-after data profiles.
Low Level Checks
Granular Spot-Checks
See row-level data change for precise validation and rook cause analysis.
What our Users are Saying
In my job I have to understand data change, and Recce was a game changer. It made our PR review much quicker - From a day to less than an hour to merge.
Thiago Trabach
Head of Data Science & Engineering
Prefeitura do Rio de Janeiro
My entire team uses Recce as part of their PR flow... we use it almost on every PR. I changed a major table in our DB that impacted over 20 down the funnel processes, and (Recce) helped me QA it very efficiently.
Omri Antman
Head of Data and Analytics
Imagen
(Recce) helps visualize... everything from the lineage to the single value. You have a visual representation of the change in values for a PR available to everyone.
Igor Dal Bo
Data Engineer
FactoryPal
Recce provides a powerful set of features out of the box - Perfect for teams without dedicated engineers who can build and maintain bespoke solutions
Bruce Huang
Data Engineer
Migo
Recce... can simplify your workflow and boost your productivity...work smarter, not harder.
Andy Sawyer
Strategy Leader & Advisor
Rio de Janeiro Department of Health decreased PR review time by 56% and doubled productivity.
Prefeitura do Rio de Janeiro uses Recce to ensure data correctness of the health records for 7 million people.
Read Case StudyLevel-up your data project PR review and stop merging breaking changes into production
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