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

# Discover → Structure → Improve

> How Klarity captures, organizes, and improves how your organization runs.

Klarity runs the **Discover → Structure → Improve** loop continuously, replacing one-time "transformation projects" that take months and have a low success rate. When your agent uses the MCP, it's plugging into that loop.

```mermaid theme={null}
flowchart LR
  D[Discover] --> S[Structure] --> I[Improve] --> D
```

## Discover

The Companion (ambient capture from sessions) and the Interviewer (AI-guided structured capture) generate raw process knowledge from how work actually happens. Agents read this layer through process, observation, and artifact tools.

What lives here:

* Observations from real sessions (deviations, exceptions, manual workarounds)
* Source artifacts (BRDs, SOPs, video recordings, screenshots, logs)
* Activity timelines that show the exact sequence of user actions

## Structure

The [Process Index](/concepts/process-index) is Klarity's context graph of how your organization runs — a living, queryable map of every process, its dependencies, and the evidence captured against it. Agents navigate this layer through `search`, `fetch`, and hierarchy tools.

What lives here:

* A versioned hierarchy of every process the organization runs, with steps, policies, inputs, outputs, and dependencies
* The full observation history of each process — deviations, exceptions, and the activity timelines behind them
* The teams, systems, and controls referenced from each process

## Improve

Use Klarity Advisor or this MCP in your AI tools to analyze thousands of processes at once — surface improvement opportunities, drive transformation, and build skills and agents grounded in how your business actually runs.

## What this means for your assistant

Any question your assistant asks usually maps to one stage of the loop:

| Question shape                | Loop stage | Where to look                                      |
| ----------------------------- | ---------- | -------------------------------------------------- |
| "What's our evidence for X?"  | Discover   | Observations, activity timelines, artifacts        |
| "How does X work today?"      | Structure  | Process Index — hierarchy, version, dependencies   |
| "Where should we focus next?" | Improve    | Observations, process dependencies, recent changes |

The [Tool reference](/tools/overview) is organized along the same axis.