Reports and dashboards as code
Define reports and dashboards in Markdown files with SQL and components, so analytics lives in the same codebase as the rest of the project.
Evidence
Evidence is a code-based business intelligence platform for building reports, dashboards, and embedded analytics with SQL, Markdown, and components. It supports a hosted cloud product, self-hosted Core projects, and an analytics agent for working with data in chat tools.
Overview
Evidence is a business intelligence platform built around a code-first workflow. The product positions itself as an open-source alternative to drag-and-drop BI tools, with analytics content defined in SQL, Markdown, YAML, and components rather than through a purely visual editor.
The platform is aimed at teams and their coding agents. It combines authoring, deployment, access control, distribution, and an analytics agent so users can build reports, dashboards, and customer-facing analytics products from a version-controlled project.
Core capabilities
Analytics agent
Use the analytics agent to ask questions about data, build reports, and extend its behavior with custom context and skills stored in the repo.
Developer workflow and deployment
Ship analytics projects with a cloud editor, local CLI, Git integration, branch previews, continuous integration, and instant rollback.
Access management
Control who can access pages and rows through page-level access control, table-level controls, row-level access rules, and user groups where available.
Distribution and usage tracking
Deliver reports by scheduled email, PDF export, or multi-tabbed XLSX export, and track which reports are read through usage analytics.
Customer-facing analytics
Support embedded or white-labeled analytics products with themes, multi-tenancy, and deployment options for enterprise environments.
Common use cases
Internal analytics teams
Create internal dashboards and reports in a repository so analysts and engineers can review changes, reuse metrics, and ship updates through Git-based workflows.
Embedded analytics for SaaS products
Build customer-facing analytics products with embedded reports, white labeling, multi-tenancy, and page-level access control.
Data questions and report drafting
Let teammates ask questions about data and generate analysis through the analytics agent in Slack, MCP clients, or supported chat tools.
Recurring reporting
Schedule recurring report delivery by email and export polished outputs as PDF or XLSX for distribution outside the product.
Hosted or self-managed deployment
Run a self-hosted deployment in containers when you want to control infrastructure, or use Evidence Studio for hosted development and deployment features.
Pros and Cons
Pros
- Code-based analytics projects can be version controlled and reviewed like software.
- The analytics agent can work in Slack or MCP clients and can be extended with custom context and skills.
- Evidence supports scheduled emails, exports, access control, and embedded or white-labeled analytics workflows.
- The pricing model is based on unlimited users rather than per-user billing for the Team plan.
Cons
- The product is centered on a code-based workflow, which may not suit teams looking for a purely drag-and-drop BI tool.
- Some deployment, security, and enterprise features are only listed on the pricing pages, so exact availability depends on plan and setup.
- The source material does not provide detailed integration lists or all platform limitations.
FAQ
Is there a trial, and how is Evidence Cloud priced?
Evidence Cloud offers a 30-day trial. The pricing page also lists a Team plan at a flat monthly price and an Enterprise plan with custom pricing.
Is billing per user?
The pricing page says billing is not per user. The Team plan includes unlimited users, with pricing billed as a flat monthly amount.
What can my team build with Evidence?
Evidence is built for reports, dashboards, analytics pages, and customer-facing analytics products defined with SQL, Markdown, and components.
What happens if we run out of AI credits?
If a workspace uses all included AI credits, it can enable usage-based billing, wait for the next credit cycle, or move to an Enterprise arrangement with custom credit limits.
Can Evidence be self-hosted?
Evidence says projects can be deployed to your own containers when self-hosted, or to Evidence Studio for hosted features such as development environment, email distribution, page-level access control, and a hosted MCP server.
Quick Facts
- Category
- Business intelligence / analytics platform
- Primary workflow
- Build analytics with SQL, Markdown, YAML, and components
- Deployment
- Cloud product plus self-hostable Core projects
- Pricing
- Team plan listed at $2,500 per month; Enterprise uses custom pricing
- Users
- Unlimited users on the Team plan
- Source domain
- evidence.dev
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