Data Democracy
Stop being the data bottleneck.
Every team member can now query your database in plain language. No technical knowledge required.
Give your whole organization self-service data access, securely.
Free forever plan available · No credit card required · Setup in minutes
Already answering 35,000+ questions every day
Data team as gatekeeper
Every data question goes through engineering. Backlogs grow, answers are days away.
Everyone gets answers
Sales, support, ops — any team member can ask questions directly and get answers in seconds.
With guardrails
Built-in data separation ensures users only see what they're allowed to see — enforced at query level.
Quick Start
Setup in a coffee break
Connect your database, activate the collections your team needs, and hand over data access — securely.
Connect your database
Add your MongoDB or MySQL connection string. Atlas and Community Edition both supported.
Activate collections
Florentine analyzes your schema automatically. Activate only what each team should have access to.
Let your team ask away
Share access via the playground or integrate via MCP or API. No technical knowledge required to use it.
Features & Concepts
Built for production use cases
Every feature is designed around real-world requirements: accuracy, privacy and seamless integration.
Response Control
Choose between raw query, query result, or natural language answer. Execute read-only queries automatically or review them first — you decide the level of control.
Schema Exploration
Florentine automatically explores and analyzes the schema of your collections and tables, enabling accurate, structure-aware query generation without sending your data to the LLM.
Secure Data Separation
Key/value based isolation enforces mandatory filters in every query — no relying on LLM compliance. Perfect for multi-tenant SaaS applications.
MCP Server & API
Integrate with Claude, Cursor, or any MCP-compatible agent via the MCP Server, or use the REST API to embed Florentine directly into your application.
Vector Search & RAG for MongoDB
Supports semantic searches with automated embedding creation. Set custom score thresholds and use your own embeddings.
Semantic Re-ranking for MySQL
Semantic search for MySQL — on the fly, without pre-computed embeddings in your database. Our self-hosted embedding model re-ranks query results by semantic meaning. No schema changes, no extra API costs, included in all plans.
Advanced Lookup / JOIN Support
Automatically creates $lookup stages across MongoDB collections or JOINs across MySQL tables. Manual mapping assistance available for complex schemas.
Custom Prompt Instructions
Control query behavior at the database or collection/table level with custom prompt instructions. Fine-tune exactly what the LLM should and should not do.
Pricing
Simple, transparent pricing
All plans include MongoDB and MySQL support. Bring your own LLM API key — you control your AI costs.
Free
For individuals exploring their data. No credit card required.
1 database- 5 active collections / tables
- 500 requests per month
- MongoDB & MySQL support
- MCP Server & API access
- Secure data separation
- Vector Search (MongoDB)
- Semantic Re-ranking (MySQL)
- $lookup / JOIN support
Pro
For teams that need more capacity and more active collections / tables.
- 1 database
- 25 active collections / tables
- 2,500 requests per month
- MongoDB & MySQL support
- MCP Server & API access
- Secure data separation
- Vector Search (MongoDB)
- Semantic Re-ranking (MySQL)
- $lookup / JOIN support
Enterprise
For organizations with multiple databases and high request volumes.
- 5 databases
- 50 active collections / tables
- 10,000 requests per month
- MongoDB & MySQL support
- MCP Server & API access
- Secure data separation
- Vector Search (MongoDB)
- Semantic Re-ranking (MySQL)
- $lookup / JOIN support
Need a more powerful plan or an on-premise solution? Just contact us.
Data Democracy
Your data, for everyone.
Safely.
Stop being the bottleneck. Free to get started — no credit card required.
Create Free AccountNo queries. No engineers. No waiting.