What is Aito?
Aito is a predictive database: you query your own tables and it returns a predicted value (for example a GL code, department, or approver) together with a calibrated confidence score ($p). No model has to be trained beforehand. The predictions are computed from the data your application already stores and are updated as new rows arrive.
In practice you send a JSON query naming a table, the known fields in a where clause, and the field to predict. Aito responds in under 200 ms with the most likely value and its probability, and can also return explanations of why a prediction was made. The same predictive operators can power recommendations, classification, smart search, anomaly detection and form autofill, and can be exposed as tools for AI agents. It is offered as a Docker image you can self-host, or as a managed cloud instance hosted in Ireland.
Key features
- Single-query predictions from your own live data, no model training
- Calibrated confidence score ($p) on every prediction
- Recommendations and similar-item search
- Classification and automatic routing of records
- Anomaly detection based on low-confidence fields
- Explanations of why a prediction was made
- Smart forms that predict remaining fields from one entered field
Who is it for
- Software developers building intelligent applications
- Accounting and ERP teams automating coding and routing
- E-commerce teams needing recommendations and search
- Teams building AI agents that need calibrated decisions
Pros and cons
- Predictions in under 200 ms from your own data
- Calibrated confidence scores that can drive automation thresholds
- Self-hostable and EU-hosted (Ireland), GDPR-ready
- Free tiers are limited to 10,000 rows per table and 50,000 rows total for self-hosted, or 5000 API calls per month on the cloud Sandbox
- Production self-hosted use requires a custom-priced license
Aito pricing
| Plan | Price | Includes |
|---|---|---|
| Self-hosted Free | 0 USD | 10,000 rows per table, 50,000 rows total, all API endpoints, community support via GitHub |
| Cloud Sandbox | 0 USD / month | 5000 API calls per month, 100MB storage, 3h active server per day, shared infrastructure, inactive instances deleted after 30 days |
| Cloud Dev | 75 EUR / month | 500,000 API calls per month, 500MB storage, 12h active server per day, multiple team members |
| Cloud Prod | 350 EUR / month | Unlimited API calls, 1GB storage (extendable), always-on, automatic backups |
Prices copied from Aito pricing, checked October 12, 2026. Currency as shown by the vendor; taxes may apply.
Is Aito free?
Yes, there is a free plan. Self-hosted Docker image free forever with all API endpoints, limited to 10,000 rows per table and 50,000 rows total. Cloud Sandbox free with 5000 API calls per month, 100MB storage and 3h active server per day.
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Aito alternatives
| Tool | Price from | Free plan | Category |
|---|---|---|---|
 Claude Platform (Anthropic API) | 2 USD input / 10 USD output | no | APIs & models |
 AgentMail | 20 USD/mo | yes | APIs & models |
 Langfuse | 29 USD/mo | yes | APIs & models |
 Runpod | 0.74 USD/mo | trial | APIs & models |
 Cline | not listed | yes | APIs & models |
 Ollama | 20 USD/mo | yes | APIs & models |
FAQ
What is Aito used for?
Predictive database giving calibrated, instant predictions from your own live data in one query, for apps, workflows and agents.
Is Aito free?
Yes, there is a free plan. Self-hosted Docker image free forever with all API endpoints, limited to 10,000 rows per table and 50,000 rows total. Cloud Sandbox free with 5000 API calls per month, 100MB storage and 3h active server per day.
How much does Aito cost?
The cheapest paid plan is 75 EUR/mo (vendor pricing, October 12, 2026).
What are the best Aito alternatives?
Closest alternatives: Claude Platform (Anthropic API), AgentMail, Langfuse, Runpod, Cline.
Data checked October 12, 2026 on the vendor website (aito.ai).