# BayesLab

> AI-powered deep data analysis agent that transforms raw data into boardroom-ready reports with autonomous exploration and visualization.

BayesLab is an AI-powered deep data analysis agent that transforms raw data into professional, boardroom-ready reports. Built by Agensoft, a Singapore-based company founded by Microsoft veterans and backed by Sequoia Capital, BayesLab eliminates technical barriers for business decision-makers by automating the entire data analysis workflow from cleaning and mining to visualization and reporting.

The platform uses a proprietary engine that writes and executes actual code rather than relying on statistical text generation, ensuring mathematically sound and reproducible results. With a "Logic-Data Separation" architecture, user data remains secure in isolated sandbox environments and is never sent to external AI models for processing.

- **Agent-Driven Deep Analysis** enables autonomous exploration of datasets from multiple angles, uncovering hidden patterns and multi-dimensional insights without requiring users to know what questions to ask.

- **Reliable & Reproducible AI** eliminates hallucinations by executing deterministic code for every calculation, providing 98.4% execution accuracy verified across 50,000+ complex queries.

- **Visual Thinking & Cross-Validation** analyzes charts visually and cross-references them with raw datasets, detecting anomalies and verifying trends that text-only models typically miss.

- **Proactive Collaboration** remembers complex project context and asks clarifying questions instead of making assumptions, adapting to business logic like a senior analyst.

- **Boardroom-Ready Reporting** generates narrative-driven reports with consulting-firm quality layouts in one click, designed for executive review and strategic decision-making.

- **Data Source Support** includes local file uploads (CSV, Excel, JSON), MySQL database connections, with PostgreSQL, BigQuery, Snowflake, and Google Sheets on the roadmap.

To get started, users simply upload their data files or connect to a database, describe their analysis intent, and let BayesLab autonomously generate insights and professional reports. The platform requires no coding or data science expertise, making deep analysis accessible to operations teams, business analysts, and decision-makers across industries.

## Features
- Agent-driven autonomous data exploration
- Deterministic code execution for reliable results
- Visual thinking and cross-validation
- Proactive collaboration with context memory
- One-click boardroom-ready report generation
- 98.4% execution accuracy
- 100% metric consistency
- Transparent data lineage and audit trails
- CSV, Excel, and JSON file support
- MySQL database connection
- Scheduled analysis automation
- Public shareable live links
- Consulting-grade slide deck exports
- Multimodal analysis capabilities

## Integrations
MySQL, CSV files, Excel files, JSON files

## Platforms
WEB, API

## Pricing
Freemium — Free tier available with paid upgrades

## Links
- Website: https://bayeslab.ai
- Documentation: https://bayeslab.ai/faq
- EveryDev.ai: https://www.everydev.ai/tools/bayeslab