---
title: Introduction
description: How KTX gives analytics agents trusted context for warehouse work.
---

import { ProductMechanics } from "@/components/product-mechanics";

<div className="not-prose mb-10">
  <div>
    <h1
      className="max-w-full text-3xl font-extrabold tracking-tight break-words sm:text-4xl lg:text-5xl"
      style={{
        fontFamily: 'var(--font-display)',
        background: 'linear-gradient(180deg, var(--color-fd-foreground) 0%, color-mix(in oklch, var(--color-fd-foreground) 75%, var(--color-fd-primary)) 100%)',
        WebkitBackgroundClip: 'text',
        backgroundClip: 'text',
        color: 'transparent',
        WebkitTextFillColor: 'transparent',
        lineHeight: '1.1',
        letterSpacing: '0',
      }}
    >
      Make analytics context usable by agents
    </h1>
    <p className="mt-4 max-w-2xl text-lg text-fd-muted-foreground" style={{ lineHeight: '1.7' }}>
      {'KTX turns warehouse metadata, semantic definitions, and business knowledge into reviewable project files that agents can use while planning, querying, and updating analytics work.'}
    </p>
  </div>
</div>

<ProductMechanics />

## What agents can do with KTX

KTX is built for analytics engineers and data teams who want data agents to
work on real analytics systems, not just generate one-off SQL.

Use it when agents need to:

- **Generate SQL** from approved measures, dimensions, joins, and filters
- **Explain provenance** with wiki context and warehouse evidence
- **Repair context** through reviewable YAML and Markdown diffs
- **Work alongside** dbt, LookML, MetricFlow, Looker, Metabase, and warehouses

KTX works with SQLite, PostgreSQL, Snowflake, BigQuery, ClickHouse, MySQL, and
SQL Server.

## Read next

<Cards>
  <Card title="Quickstart" href="/docs/getting-started/quickstart">
    Set up KTX and build your first context in under 10 minutes.
  </Card>
  <Card title="Guides" href="/docs/guides/building-context">
    Hands-on workflows for scanning, ingesting, writing, and serving.
  </Card>
  <Card title="Writing Context" href="/docs/guides/writing-context">
    Edit semantic-layer YAML and wiki Markdown safely.
  </Card>
  <Card title="CLI Reference" href="/docs/cli-reference/ktx-setup">
    Complete flag and subcommand reference for every KTX command.
  </Card>
</Cards>

## Agent usage notes

| Agent task | Read next |
|------------|-----------|
| Discover machine-readable docs | [AI Resources](/docs/ai-resources) |
| Learn how a coding assistant should approach KTX | [Agent Quickstart](/docs/ai-resources/agent-quickstart) |
| Set up a new KTX project | [Quickstart](/docs/getting-started/quickstart) |
| Explain what problem KTX solves | [The Context Layer](/docs/concepts/the-context-layer) |
| Scan a database and ingest metadata | [Building Context](/docs/guides/building-context) |
| Edit semantic sources or wiki pages | [Writing Context](/docs/guides/writing-context) |
| Look up exact command flags | [CLI Reference](/docs/cli-reference/ktx-setup) |