---
title: "Context Agents: How Atlan Bootstraps Descriptions, Readmes, and SQL Intelligence Across Your Entire Data Estate"
url: "https://atlan.com/demos/context-agents-how-atlan-bootstraps-descriptions-readmes-and-sql-intelligence-across-your-entire-data-estate/"
description: "Your AI agents need context your team never had time to write. See how Atlan's Context Agents Studio auto-generates descriptions, READMEs, and SQL intelligence."
format: "Video"
video: "https://videos.ctfassets.net/nwa1c00rtgxb/3n2DLAIrzhnjC8ZtlzmFjI/db45fae781f5b2cbd2a472117fe71777/Context_Agents_Studio.mp4"
content_purpose: ["Product Overview"]
target_persona: ["General", "Data Governance Lead", "Business User"]
journey_stage: ["S1 - Prospecting", "S2 - Discovery", "S3 - Solution Design", "S4 - Business Case", "C1 - Onboarding", "C2 - First Value", "C3 - Adoption"]
use_case_context: ["Training"]
product: ["Context For AI - Context Agents"]
content_type: "video transcript"
transcript_source: "none"
---

# Context Agents: How Atlan Bootstraps Descriptions, Readmes, and SQL Intelligence Across Your Entire Data Estate

Summary of the video at https://atlan.com/demos/context-agents-how-atlan-bootstraps-descriptions-readmes-and-sql-intelligence-across-your-entire-data-estate/. A transcript has not been published yet.

<!-- Body: no transcript published yet; summary from the Contentful entry. -->

Your AI agents need context your team never had time to write. See how Atlan's Context Agents Studio auto-generates descriptions, READMEs, and SQL intelligence.

Everyone wants documentation. No one writes it. The result: AI agents working
  on enterprise data face columns named PLN_id, README files that haven't been touched in two years, and zero signal on how the business actually queries the
   data.                                                                                     
  Atlan's Context Agents Studio closes the gap. Trigger enrichment on a curated 
  collection like Popular SQL Assets, and the agents traverse your data map
  (schema, lineage, query history, business concepts) to generate readable descriptions on every column. READMEs auto-update from the live data layer,
  ending stale Confluence. And SQL Intelligence reverse-engineers every query
  your team has ever run into a usable eval set: the business questions actually
   being asked, the joins that worked, the filters that mattered, and the
  columns that travel together.
  Your historical SQL is the biggest IP your company already owns. Atlan turns  
  it into the context layer your AI agents need.