Evidence — Analytics & Data

What is Evidence?

Evidence is a Business Intelligence platform that treats dashboards and reports as code. It combines a powerful browser-based IDE with a query engine to help data teams build interactive data products—from articles and dashboards to AI chat interfaces—using SQL and Markdown.

What problem does it solve?

Traditional BI tools lock reports in proprietary formats with limited version control. Evidence brings software engineering best practices—version control, testing, and automated validation—to analytics. Teams can catch errors in real time, collaborate via Git, and publish interactive data products that load in milliseconds, even over millions of rows.

Who is it for (and who is it not for)?

Evidence is built for data teams, analysts, and developers who want a code-first approach to BI. It's ideal for organizations that need to embed analytics, share internal dashboards, or deliver customer-facing reports. It is probably not the right fit for non-technical users who prefer drag-and-drop spreadsheet tools or require zero-code chart builders.

Real use cases

Companies use Evidence to build executive KPI dashboards, real-time customer analytics portals, financial review pages, and internal data apps. It integrates with major databases and data warehouses (Snowflake, BigQuery, ClickHouse) and supports scheduled data syncs for live reporting.

• Code-first IDE — Build dashboards and reports with SQL and Markdown in a browser-based editor with real-time syntax validation.
• Sub-second queries — Query billions of rows in milliseconds using columnar storage and vectorized execution.
• Version control & testing — Track changes and test reports with the same tools software engineers use.
• AI development agent — Speed up development with an AI agent that looks up docs, checks schema, and writes Evidence Markdown.
• Row-level security — Granular access controls ensure users only see data they're authorized to view.
• Multiple data sources — Connect to Snowflake, BigQuery, ClickHouse, and more with scheduled syncs.
• Enterprise-grade security — SOC 2 Type II certified, with SSO, SCIM, BYO encryption keys, and audit logging.

Evidence pricing: $15/user/month.

For comparison: the median starting price in Analytics & Data is $39/month, measured across 274 tools we track. See the full SaaS Pricing Index →

Team — $15/user/month

Unlimited users, unlimited projects, row-level security, page-level access control, Log In With Google, 1,000 AI credits/user/month, community support.

Pro — $25/user/month

Everything in Team, plus single sign-on (SSO), directory sync (SCIM), private Slack support, and 3,000 AI credits/user/month.

Enterprise — Custom per user/month

Everything in Pro, plus white labeling, embedded reports, multi-region support, dedicated support, and custom AI credit volume. Free trial available for all plans.

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