> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# 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](https://agno-v2.mintlify.site/use-cases/data-agents/querying-your-data.md) |
| It answers with its own definition of "active" or "MRR" | [Grounding in context](https://agno-v2.mintlify.site/use-cases/data-agents/grounding-in-context.md) |
| It repeats a query mistake it already made | [Self-correcting agents](https://agno-v2.mintlify.site/use-cases/data-agents/self-correcting-agents.md) |
| It could write to production tables | [Safe data access](https://agno-v2.mintlify.site/use-cases/data-agents/safe-data-access.md) |
| The same recurring question runs a fresh query every time | [Materialization](https://agno-v2.mintlify.site/use-cases/data-agents/materialization.md) |
| Only the analyst who wrote it can reach it | [Serve and embed](https://agno-v2.mintlify.site/use-cases/data-agents/serve-and-embed.md) |

## Explore

> **[Querying your data](https://agno-v2.mintlify.site/use-cases/data-agents/querying-your-data.md)**
>
> SQL tools, schema introspection, and answers that cite the query.

> **[Grounding in context](https://agno-v2.mintlify.site/use-cases/data-agents/grounding-in-context.md)**
>
> Validated queries, table metadata, and business rules per question.

> **[Self-correcting agents](https://agno-v2.mintlify.site/use-cases/data-agents/self-correcting-agents.md)**
>
> Capture diagnosed errors and retrieve the corrections on later runs.

> **[Safe data access](https://agno-v2.mintlify.site/use-cases/data-agents/safe-data-access.md)**
>
> Read-only and write boundaries enforced by the engine.

> **[Materialization](https://agno-v2.mintlify.site/use-cases/data-agents/materialization.md)**
>
> Promote recurring, validated queries into reusable views.

> **[Serve and embed](https://agno-v2.mintlify.site/use-cases/data-agents/serve-and-embed.md)**
>
> One API behind Slack, dashboards, and product widgets.

## Developer Resources

* [Learning Machines](https://agno-v2.mintlify.site/learning/overview.md)
* [Dash tutorial](https://agno-v2.mintlify.site/deploy/templates/dash/overview.md)
* [Serve as an API](https://agno-v2.mintlify.site/features/api.md)


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.