This app turns a natural-language request and table details into a SQL query, sample output, and explanation.
Aito.ai
Aito is a predictive database that serves calibrated predictions from live data in a query.
About Aito.ai
Aito.ai is a predictive database. It returns predictions from a user's own live data in response to a query, with a confidence score for each prediction. The example query names a table, a filter, and a field to predict, and the response returns the predicted value with a probability. The homepage states that no model needs to be trained. Predictions are learned from the user's own business data, so the results depend on the data in the database.
Aito is available as a Docker image and as a managed service. The homepage says development use is free and production use requires a license priced by usage scale. It lists predictive features for analytics, search, recommendations, forms, routing, and anomaly detection. The homepage reports query latency under 200 ms and EU hosting in Ireland, and describes the service as GDPR-ready with AES-256 and TLS 1.3. These are the vendor's stated claims. Compliance and security depend on how a deployment is configured and used.
Key features
- Predicts a named field from live data using a query
- Returns a probability score with each prediction
- Provides a confidence score intended for automation decisions
- Pattern discovery ranks statistical patterns by lift
- Anomaly detection flags low-confidence values in normal fields
- Categorization and routing predicts account, cost center, or approver
Best for: Developers and teams building business applications that need per-record predictions from their own operational data within a database query.
Good for
- Predictions are computed from the user's own data without a separate model training step
- Each prediction includes a confidence value that can decide whether to automate or review
- Development use is free according to the homepage
Watch out for
- Production use requires a license, and the homepage ties pricing to usage scale
- The source does not state pricing, so known costs are unknown
- Not open source
Aito.ai at a glance
- Website
- aito.ai
- Category
- AI & Machine Learning › AI SQL & Database Tools
- Type
- Online tool
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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Aito.ai FAQ
Is Aito free to use?
The homepage states that development use is free. It states that production use requires a license at usage scale. Specific prices are not given.
Does Aito need a model to be trained?
The homepage states that no model needs to be trained. Predictions are learned from the user's own data.
Where is data hosted?
The homepage states that the service is EU-hosted in Ireland and describes it as GDPR-ready. Optional cloud or managed deployment may change where data is processed.
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