Aito

Aito is a database that answers prediction, classification and recommendation queries directly from your live data, with a confidence score and no model to train. It targets developers adding predictive features to ERP, accounting and e-commerce software.

You load tables and write JSON queries that ask Aito to predict a field, such as which processor should handle an invoice, and it returns ranked hits with a probability. The same operators cover smart search, knowledge graphs and decisions for AI agents, so an LLM is not needed for every high-volume judgment.

A free Docker image runs all features within row limits, and the managed cloud runs on AWS in Ireland for EU data residency. Paid Dev and Prod instances add API calls, storage, team members and backups, and enterprise customers can deploy on premises.