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Collaborative Data Analysis
Tan-times Faster

Real-time collaborative platform with AI agents that show their reasoning, live-updating charts, and DuckDB-powered analytics. Upload data, ask questions in natural language, and watch insights stream in real-time.

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Quick start

Get up and running with Meridian in minutes

1

Upload your data

Navigate to the dashboard and upload a CSV file or connect to a SQL database. Meridian automatically processes your data with DuckDB for fast analytical queries.
Supported formats: CSV, Excel, SQL databases
2

Ask questions in natural language

Use the AI agent to query your data conversationally. The agent shows its reasoning step-by-step as it executes queries and generates insights.
"What are the top 5 products by revenue?"
"Show me sales trends over the last quarter"
"Compare performance across regions"
3

Watch results stream live

See queries execute in real-time with live-updating charts and tables. All team members see updates simultaneously through Convex subscriptions.
Charts update within milliseconds of query completion, and all collaborators see changes instantly.
4

Review and reproduce

Every query is tracked with full reasoning preserved. Navigate your query history to understand how insights were discovered and replay any analysis.

Core capabilities

Everything you need for collaborative data analysis

Real-time collaboration

Multiple users querying simultaneously with live presence. All results sync instantly across the team.

AI agents

Natural language queries with transparent, streaming step-by-step reasoning powered by Gemini.

DuckDB analytics

Vectorized OLAP queries on millions of rows with columnar storage optimized for aggregations.

Live charts

Charts update in real-time as data changes. Not batch processing—instant reactive updates.

Query history

Every analysis tracked with reasoning preserved. Rollback to previous queries and understand the why.

Auto insights

Automatically discover patterns, outliers, and statistical findings in your data.

Explore documentation

Learn how to use Meridian effectively

Upload and manage data

Learn how to upload CSV files, connect databases, and use web scraping to bring data into Meridian.

Read guide

Query with AI agents

Master natural language querying and understand how agents break down complex questions into executable steps.

Read guide

Visualize data

Create live-updating charts that automatically refresh as your data changes. Support for bar, line, scatter, and more.

Read guide

API reference

Explore the complete backend API including Convex schema, DuckDB integration, and agent tools.

Explore API

Ready to get started?

Start analyzing data collaboratively with AI agents, live charts, and real-time insights

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