The SQL agent
for your data.
Connect your databases. Ask questions in plain English. Get precise, validated, and secure SQL queries — without writing a single line of code.
insights from data
supported
your control
From question to answer in three steps.
Connect
Link MANTA to your existing databases. No migration, no ETL. Your data stays where it is.
5-minute setupAsk
Ask questions in natural language. MANTA generates the SQL query, validates it, and executes it on your database.
Natural languageGet answers
Receive precise answers with tables, charts, and the underlying SQL query. Everything is verifiable and transparent.
Results in secondsNext-generation agent.
Precision without compromise.
Thanks to custom models, targeted fine-tuning, and integrated evaluation, MANTA delivers the best text-to-SQL performance — even on complex schemas with dozens of tables.
Every generated query is validated and sanitized before execution. No risk of SQL injection, no unauthorized access.
Compatible with your databases
Your data never leaves your infrastructure.
MANTA is built on PRISMA — HTX's Private Intelligence Stack for Modular AI: the private infrastructure that runs AI models on-premise or on European cloud, without any data leaving your perimeter.
Thanks to PRISMA, MANTA runs entirely within your infrastructure with end-to-end encryption and models optimized for your use case. No data is sent to external servers — not even schema metadata. Full compliance with GDPR and the European AI Act.
Everything you need to bring data to decision-makers.
Integrated evaluation
Every query has a confidence score. The system learns from user feedback and improves over time.
Multi-database
A single API for PostgreSQL, SQL Server, MariaDB, BigQuery, Snowflake, Databricks, and more. Add databases without changing code.
Privacy by design
Deploy in your environment. Data never leaves your infrastructure. GDPR compliance and total control over sensitive data.
Validated and secure queries
Protection against SQL injection and harmful queries. Every query is validated and sanitized before execution.
Business dashboard
Customize MANTA to your schema, monitor usage, manage permissions, and analyze your users' question patterns.
Embeddable widget
Ready-to-use conversational interface. One line of code to integrate it into your product or intranet.
From research project to product
MANTA is the first commercial product born from the research project PrivateChatAI, funded by the Friuli Venezia Giulia region. The project laid the foundations for private and secure AI solutions, fully compliant with GDPR and the European AI Act.