The pluggable presentation layer for data

AI-powered, informed by best practice, blazing fast and interactive. The presentation layer for data, built to embed anywhere.

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The problem

Customer-facing analytics is broken

Building reporting used to require specialists, complex infrastructure, and months of engineering effort—often resulting in slow, hard-to-use experiences.

"Ridge is solving a deep problem I've seen up close: quickly getting beautiful, interactive analytics in front of your customers."

Adrien G. Treuille
Founder, Streamlit
The Ridge approach

A new way to ship data to your customers

Ridge is an AI-first platform that embeds dashboards and data agents directly into your product. AI handles data preparation, dashboard creation, and user questions, using the data stack you already have.

Build agent

Describe what you want. Get a dashboard that actually communicates.

Build Agent creates dashboards from natural language, grounded in years of research on how people understand data. It picks the right chart for the question — a scatter plot for correlations, a bar chart for categories, a heat map for distribution — and applies visual best practice automatically.

Data agent

The long-tail questions, answered, and linked back to the dashboard.

Dashboards tell the story you planned for. But your customers ask questions you didn't plan for. Data Agent handles the long tail — natural-language Q&A grounded in your actual data — and links every answer back to the relevant view in the dashboard. That cross-link is something no one else does.

Transform agent

Works with the data you have. No semantic layer required.

Transform Agent connects to your existing data sources and storage — no need to define a separate data model, no need to migrate to a new layer. It handles the prep, transformation, and shaping so Build and Data Agents can do their work. The result: Ridge fits into your stack instead of forcing your stack into Ridge.

Integrations

Connects to your data, refreshes on your schedule

Ridge is part of a modern data stack, connect to enterprise data sources, partition data so every customer sees their own slice, and schedule refreshes. Or upload files directly when you don't need a durable connection.

Embed Ridges directly into your product

A lightweight JavaScript loader handles dashboard rendering in your customers' browsers. Your backend controls access with JWT-based authentication — an enterprise standard. The integration is fast, secure, and designed to feel native to your product.

Match your brand with custom theming (light, dark, or custom)

Show loading states and handle errors gracefully

Run code when the dashboard finishes loading

Built on JWT for enterprise-grade security, simply implemented

Performance

An order of magnitude faster than legacy dashboards

Ridge brings data directly to the user's browser and computes results on local hardware. The result: sub-second interactivity, even on dashboards that would take legacy server-based tools multiple seconds to respond.

Built secure by design

Ridge integrates with the security infrastructure you already use — OAuth2 for authentication, JWT for tenant scoping, and row-level isolation per customer. Data is encrypted in transit, credentials are stored securely, and Ridge is SOC 2 Type I compliant with Type II in progress.

  • OAuth2 authentication integration
  • JWT-based user and tenant scoping
  • Row and dataset isolation per tenant
  • Encrypted data in transit
  • Secure credential storage
  • SOC 2 Type I compliant (Type II in progress)