> ## Documentation Index
> Fetch the complete documentation index at: https://docs.trymaitai.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Build

> Improve the model and orchestrate real work: fine-tuned models, agents, and workflows.

**Build** is the higher-investment pillar: once you can [observe](/observe/overview) your traffic
and [test](/test/overview) its quality, this is where you improve the underlying model and compose
it into real applications: fine-tunes, agents, and multi-step workflows.

Come here when you want to answer: *"How do I make the model better at my task, and how do I wire
it into something that takes action?"*

<Note>
  In the Portal, everything in **Build** lives under the **Forge** section.
</Note>

## What you can build

<CardGroup cols={2}>
  <Card title="Models" icon="microchip" href="/build/models/dataset_creation">
    Fine-tune a model end-to-end: datasets, compositions, runs, validation, then deployment.
  </Card>

  <Card title="Agents" icon="robot" href="/build/agents/create_agent">
    Tool-using runtimes that plan, call capabilities, and synthesize results.
  </Card>

  <Card title="Workflows" icon="diagram-project" href="/build/workflows/overview">
    Multi-step AI pipelines you invoke with a single API call.
  </Card>
</CardGroup>

## End-to-end walkthroughs

If you'd rather follow a complete recipe than read reference pages:

<CardGroup cols={3}>
  <Card title="Build an Agent" icon="robot" href="/examples/build_agent">
    Create, capabilities, orchestration, state, then test.
  </Card>

  <Card title="API to Agent" icon="plug" href="/examples/api_to_agent">
    Turn an OpenAPI spec into an agent with API-call actions and routing.
  </Card>

  <Card title="Fine-tune a Model" icon="microchip" href="/examples/fine_tuning">
    Dataset, composition, run, validation, then deployment.
  </Card>
</CardGroup>

## Where to go next

Build depends on data that [Observe](/observe/overview) produces and quality gates that
[Test](/test/overview) enforces, most teams arrive here after both. To call what you build from
code, see the [SDK Reference](/sdk/agent_call).
