# datarecce.io

> AI-optimized mirror of datarecce.io containing 47 pages totalling 25,358 words of clean markdown content, structured data, and semantic HTML. Original source: https://datarecce.io/. Last updated: 2026-05-01T19:05:09.981Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Your AI Data Review Agent](/site-root.html): Recce is your AI Data Review Agent. Know exactly how code changes impact your data. Approve with confidence, not blind trust. (1,392 words)

## Articles & Blog Posts

- [Recce Cloud: Instant Value Without Full Setup](/changelog/release-2025-08-01/index.html): Upload dbt metadata and explore lineage diff and Impact Radius without connecting your warehouse. Plus Snowflake and Databricks support. (290 words)
- [Streamlined Legal & Accessibility Documentation](/changelog/release-2025-08-06/index.html): Legal documentation consolidated on reccehq.com, new --skip-check CLI option replaces old --skip-query behavior, and seamless warehouse onboarding. (357 words)
- [New Centralized Release Hub](/changelog/release-2025-08-13/index.html): Upload dbt artifacts to review data changes and downstream impact immediately with targeted validation. (240 words)
- [How viadukt Built Trust at Scale: From Manual Data Checks to Systematic Validation](/changelog/release-2025-08-20/index.html): Enhanced Query Diff with case-insensitive primary key search for Snowflake, and 233% faster column dependency resolution. (344 words)
- [Recce Cloud: Skip the Setup, Start Analyzing in Minutes](/changelog/release-2025-08-27/index.html): Sign up and instantly view lineage diff, schema diff, and column-level impact with no setup required. (260 words)
- [Configure your data warehouse for seamless data diffing](/changelog/release-2025-09-05/index.html): Connect your Snowflake warehouse to Recce Cloud for actual data diffing, backed by SOC 2 compliance. (252 words)
- [Unified Documentation Experience](/changelog/release-2025-09-17/index.html): Documentation reorganized around your workflow, pricing rebuilt around value, dark mode support, and regional data storage. (354 words)
- [Automatic GitHub Integration](/changelog/release-2025-09-25/index.html): Connect GitHub repos to track PRs automatically and generate AI summaries of code and data changes with one click. (276 words)
- [Recce Cloud: Simplified CI/CD Documentation](/changelog/release-2025-10-01/index.html): Simplified CI/CD integration down to two lines using our GitHub Action. No more complex orchestration scripts. (259 words)
- [LLM-Powered PR Summary (Recce Cloud)](/changelog/release-2025-10-15/index.html): Post AI-generated PR summaries directly to GitHub comments. Plus full Databricks support and dbt 1.10 compatibility. (370 words)
- [Full GitLab Support](/changelog/release-2025-10-29/index.html): GitLab users get full feature parity including AI-powered MR summaries and CI/CD integration. Plus HIPAA compliance and email sign-up. (355 words)
- [Simplified CI/CD Integration](/changelog/release-2025-11-12/index.html): CI/CD setup reduced to 2 lines of code, 15-second faster instance spin-up, extended timeouts, and automatic org assignment for invited teammates. (309 words)
- [Recce MCP Server](/changelog/release-2025-11-26/index.html): Integrate Recce with AI assistants via MCP, run Value Diff on individual columns, define preset checks in the UI, and connect BigQuery. (394 words)
- [Instant Review Access](/changelog/release-2025-12-10/index.html): Reviewers start in 5 seconds with instant preview mode. Threaded comments and approval tracking on every check. Plus Redshift support. (350 words)
- [AI Summary for Dev Sessions](/changelog/release-2025-12-17/index.html): Generate AI summaries for local development work before opening a PR, with improved mermaid diagrams for large lineage graphs. (262 words)
- [🌙 Dark Mode](/changelog/release-2025-12-26/index.html): Full dark mode support, base/current values displayed side-by-side with delta percentages, and checklist comments automatically posted to your GitHub PR. (346 words)
- [Updated Homepage](/changelog/release-2026-01-07/index.html): AI agent reviews now consume checklist results for richer context. Export query results to CSV. Connect Databricks via OAuth. (314 words)
- [📂 Monorepo Support](/changelog/release-2026-01-14/index.html): Support for monorepo setups, thumbs up/down feedback on AI reviews, instance launch time cut to 30 seconds, and unified UI components. (266 words)
- [changelog/page/2/index.html](/changelog/page/2/index.html) (1 words)
- [Recce Changelog](/changelog/rss-xml.html) (622 words)
- [AI-Assisted Onboarding](/changelog/release-2026-03-04/index.html): Get help setting up CI/CD with AI assistance. See schema changes, collapsed regions, and TopK labels at a glance. (474 words)
- [Recce Cloud Instances Launch in Seconds](/changelog/release-2026-03-11/index.html): Recce Cloud launches in under 7 seconds. Schema View shows SQL-level changes with badges. Value Diff sorts by match percentage. (593 words)
- [Session Base with Dashboard Visibility](/changelog/release-2026-03-25/index.html): PR-specific base sessions with dashboard visibility. Agent-created checks persist as checklists. Visual indicators flag stale checks. Impact analysis discovery and preset check filtering. (576 words)
- [Review PR Data Impact Directly from Your Editor](/changelog/release-2026-03-18/index.html): AI agents access all Recce diff tools via MCP. AI summaries work without a warehouse. The agent escalates when stuck during onboarding. (443 words)
- [Export Query Results to Excel and TSV](/changelog/release-2026-02-25/index.html): Export Value Diff results to Excel and TSV. GitHub and email accounts now merge automatically. (330 words)
- [Column-Level Lineage Loads Fast on Large Projects](/changelog/release-2026-04-22/index.html): Faster column-level lineage on large projects, a smoother OSS-to-Cloud share flow, and deterministic deep links for PR review agents (559 words)
- [Lineage Diff: Add Exactly What You See](/changelog/release-2026-02-04/index.html): Add your filtered lineage view to the checklist with one click. Impact analysis now recognizes incremental models. Early access to Recce Plugin for Claude Code. (378 words)
- [`impact_analysis` Tool Verifies Downstream Data Changes](/changelog/release-2026-04-08/index.html): impact_analysis verifies downstream data changes, Recce Agent skips non-data PRs, and Axios removed after supply-chain compromise. (393 words)
- [Web Agent Configures Your PR Data Review](/changelog/release-2026-02-11/index.html): New Web Agent reads your GitHub Actions workflows and generates the right Recce CI/CD configuration. Three steps to automated data review on every PR. (277 words)
- [Schema Changes Impact](/demo/schema-changes-impact/index.html): Explore complex analytical transformations and their impact on business metrics (460 words)
- [Basic Data Validation](/demo/basic-data-validation/index.html): See how schema changes affect downstream models and data consumers (551 words)
- [Advanced Analytics](/demo/advanced-analytics/index.html): Explore complex analytical transformations and their impact on business metrics (506 words)
- [Performance Optimization](/demo/performance-optimization/index.html): Analyze query performance improvements and resource utilization changes (521 words)
- [Trust Breaks When Wrong Numbers Mislead Teams](/demo/trust-breaks-when-wrong-numbers-mislead-teams/index.html): How Jaffle Shop's data team rebuilt trust by inviting business stakeholders into the validation process. (568 words)
- [Track Every Recce Data Review Run Directly in Your PR](/changelog/release-2026-04-01/index.html): PR comments now show a checklist of Recce Data Review results with run history. Plus: fewer false positives, faster CLI startup, better lineage viewport, and flexible row exports. (563 words)
- [statements/privacy-policy/index.html](/statements/privacy-policy/index.html) (1 words)
- [statements/terms-of-use/index.html](/statements/terms-of-use/index.html) (1 words)
- [Case Study](/case-study-rio/index.html): Prefeitura do Rio de Janeiro uses Recce to ensure data correctness of the health records for 7 million people. (1,065 words)
- [Recce v1.45.0](/changelog/index.html): See the latest features, improvements, and fixes in Recce. Weekly release notes for Recce Cloud and Recce OSS. (3,001 words)
- [Security at Recce](/security/index.html): We take the security of our platform seriously. Learn how to report security vulnerabilities responsibly via our HackerOne disclosure program. (3,523 words)
- [Cookie Policy](/statements/cookies-policy/index.html): Cookie Policy covering Recce Software, including reccehq.com and all subdomains and associated properties.
 (646 words)
- [Recce Team](/about/index.html): Learn about the team behind Recce, the data review agent that validates how every PR impacts your data. Discover the makeup of the team and find ways to engage with Recce. (604 words)
- [Recce Pricing](/pricing/index.html): Free plan with 10 customized preset checks and 100 agent reviews per month. Team from $250/mo. Enterprise Plan on request. Recce validates how every PR impacts your data. (653 words)
- [Accessibility Statement](/statements/accessibility-statement/index.html): Accessibility Statement covering Recce Software, including reccehq.com and all subdomains and associated properties.
 (697 words)
- [Try the Cloud UI](/demo/index.html): Try interactive demos of Recce Cloud—the UI where you review PR impact, explore data diffs and lineage, and share results with your team. Use it alongside the Recce agent in your PRs. (361 words)
- [case-study-viadukt/index.html](/case-study-viadukt/index.html) (1 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/content/robots.txt): Crawler directives