Evidence

Evidence is a business intelligence framework that allows users to build data visualizations and analytical reports using SQL and Markdown.

Evidence allows analysts and developers to build data products by writing SQL and Markdown in a version-controlled repository. It provides an alternative to drag-and-drop BI tools by treating analytics like software development. Users define entire BI platforms as code, which enables teams to build, automate, and ship reports using Git workflows. The platform includes an analytics agent that can answer questions, create reports, and work with custom context or skills. It is designed for teams managing internal dashboards or embedded analytics products, with support for row-level access control and branded reports.

Evidence at a glance

Best for: Finance, Founder, Software engineer
Runs on: Web, Slack, API, open source
Pricing: Team plan with unlimited users and monthly billing; Enterprise plan with SSO, SCIM, and deployment options.
Released: May 2021
Category: AI research tool
Website: evidence.dev

Key features

SQL and Markdown authoring
Version control with Git
Analytics agent with custom context
Page-level and row-level access control
Component-based visualizations
Automated PDF and XLSX report generation
Embedding via API
Integration with Slack and MCP clients

Use it for

Building internal business dashboards
Creating white-labeled customer-facing analytics
Automating report delivery to email inboxes
Developing analytics agents for team data access

Alternatives to Evidence

ktx — It gives data agents a shared context workspace of approved metrics and git-based files.
RowSpeak — It automatically turns messy business files into reviewable charts, dashboards, and reports.
Cube — It keeps metric definitions consistent across AI agents and human users.
Metabase — Query and visualize data from any database using plain English, SQL, or clicks.
DB-GPT — Builds autonomous agents for complex data tasks with private LLM technology.
Rill — Get instant, visual answers to data questions via natural language.
Chartbrew — Connects directly to databases and APIs to replace manual spreadsheet reporting.
FinSight AI — It features recoverable long-running workflows and evidence-grounded hybrid retrieval.
Flint — Compiles compact specifications into native output for multiple chart libraries.
Deepnote — It combines notebook-based exploration with built-in data integrations and team collaboration.
Routines — Connects 130+ tools and uses an AI analyst to automate reports and actions.
RATH — Automates exploratory data analysis and visualization.

All Evidence alternatives