Evidence - Business Intelligence as Code
Evidence is a code-first BI platform for creating governed internal and embedded analytics with SQL, Markdown, Git workflows, and AI agents. It combines report authoring, deployment, access control, and enterprise identity features in a single version-controlled project.
Evidence - Business Intelligence as Code
Author: Evidence Technologies, Inc. | Published: Unknown | Generated: 2024-12-06 | Domain: evidence.dev
Tags: ‘#businessintelligence’ ‘#analytics’ ‘#sql’ ‘#markdown’ ‘#aiagents’ ‘#opensource’
TLDR
Evidence positions business intelligence as a software-development workflow: teams define dashboards, reports, access policies, themes, and AI-agent context in a version-controlled repository using SQL, Markdown, and reusable components. The platform adds cloud editing, CLI tooling, Git-based deployment and rollback, embedded analytics, and enterprise controls, while its analytics agent can answer data questions and create saved insights through Slack or MCP clients. Evidence Core is open source, with reported usage of 33,584 weekly npm installs, 6,832 GitHub stars, and 2,482 community members.
Key Takeaways
- BI defined as code: Reports and dashboards are authored as Markdown files containing SQL and components; configuration, page-level access, themes, agent context, skills, and evaluations can also live in version-controlled files.
- Software-style delivery: Evidence supports local previews via CLI, cloud-based development, branch previews, automated pull-request checks, push-to-deploy workflows, and instant rollbacks.
- AI analytics agent: The agent uses existing dashboards and reports as project context, can generate and save analyses, accepts custom business instructions and skills, and is accessible through Slack and MCP clients such as Claude Desktop and ChatGPT.
- Flexible data experiences: The platform offers publication-quality charts, filters, tables, maps, custom HTML/JavaScript components, scheduled email delivery, PDF/XLSX exports, and report-usage analytics.
- Embedded and enterprise capabilities: Evidence supports API-based embedded and white-labeled analytics, multi-tenancy, tenant/page permissions, SOC 2 controls, SSO, SCIM, customer-managed encryption keys, and audit-log streaming.
Images & Media
- Evidence wordmark — Evidence branding used throughout the landing page.
- Victory+ logo — Customer logo displayed among organizations using Evidence.
- Dialogue logo — Customer logo displayed among organizations using Evidence.
- Philadelphia logo — Customer logo displayed among organizations using Evidence.
- Clemson University logo — Customer logo displayed among organizations using Evidence.
Referenced Links
- Evidence documentation — Product documentation for building Evidence projects.
- Evidence Core on GitHub — Open-source repository for the Evidence Core project.
- Evidence npm package — Weekly-install statistics for the
@evidence-dev/evidencepackage. - Area chart documentation — Documentation for Evidence visualization components.
- Custom components documentation — Guide to building reusable custom analytical components.
- Evidence community — Slack community for Evidence users and contributors.