Data and analytics agents
Agents that work on your data, grounded in business context.
Data and analytics teams use agents to make operational data accessible through plain-language questions and keep business definitions consistent across teams. Agno combines SQL tools, curated context, reusable corrections, and database-enforced access boundaries so each answer can include its query and apply the same definitions.
Where to start
| Symptom | Page |
|---|---|
| The agent guesses column names | Querying your data |
| It answers with its own definition of "active" or "MRR" | Grounding in context |
| It repeats a query mistake it already made | Self-correcting agents |
| It could write to production tables | Safe data access |
| The same recurring question runs a fresh query every time | Materialization |
| Only the analyst who wrote it can reach it | Serve and embed |
Explore
Querying your data
SQL tools, schema introspection, and answers that cite the query.
Grounding in context
Validated queries, table metadata, and business rules per question.
Self-correcting agents
Capture diagnosed errors and retrieve the corrections on later runs.
Safe data access
Read-only and write boundaries enforced by the engine.
Materialization
Promote recurring, validated queries into reusable views.
Serve and embed
One API behind Slack, dashboards, and product widgets.