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

# Overview

Honeydew AI enables analysts and business users to ask questions of their data
in natural language. Results are grounded in governed metrics and entities,
which eliminates hallucinated definitions and inconsistent SQL.

## Context Layer

The semantic layer defines what your data means — metrics, entities,
calculations. The Context Layer sits above it and encodes how your organization
thinks and analyzes.

<Frame>
  <img src="https://mintcdn.com/honeydew/hBIkxpOm-wTN0efy/images/context-layer-overview.png?fit=max&auto=format&n=hBIkxpOm-wTN0efy&q=85&s=81d5a6e13182ddf4aa874e33df1d8c3b" alt="Context Layer Architecture" width="2160" height="1755" data-path="images/context-layer-overview.png" />
</Frame>

It provides AI with:

* **Analytical skills** — step-by-step methodologies for funnel analysis,
  churn investigation, campaign evaluation, and more
* **Organizational knowledge** — business definitions, conventions, and domain
  expertise that don't belong in metric definitions
* **Historical memory** — past events, decisions, and analytical traces that
  inform data interpretation and conclusions

Context is managed independently from the semantic layer and loaded per agent,
so the same data model can power agents with different analytical capabilities.
See [Context Management](/docs/integration/context-layer/context-management).

## Deep Analysis

Deep Analysis is Honeydew's multi-step AI analyst. Rather than answering a
single question, it runs end-to-end analytical workflows: breaking a complex
business question into steps, executing multiple queries across your data, and
synthesizing the findings into a structured analysis.

You can use Deep Analysis to:

* Investigate a revenue drop across dimensions and time ranges
* Build retention analyses from raw cohort data to actionable findings
* Answer open-ended questions that require multiple data passes and comparisons

Deep Analysis runs within [agents](/docs/integration/context-layer/agents), which
define which domain the AI can access and what context it loads per session.

See [Deep Analysis](/docs/integration/context-layer/deep-analysis).

## Agents

[Agents](/docs/integration/context-layer/agents) are the entry point for Deep Analysis.
Each agent defines which domain the AI can access and which context it loads.

A domain can power multiple agents with different context sets — a
`finance-analyst` and a `growth-analyst` can both access the same underlying
data while loading different methodologies and organizational knowledge.

## LLM Providers

Honeydew AI works with a variety of LLM providers.
See [LLM Providers](/docs/integration/context-layer/llm-providers) for supported options.