# llms-full.txt - Detailed AI/LLM Information # Extended version of llms.txt with comprehensive documentation # https://llmstxt.org/ # Auto-generated from toolsRegistry.ts - DO NOT EDIT MANUALLY # Last updated: 2026-08-12 # # PRODUCTION DOMAIN: tools.atlan.com # If the domain changes, update all URLs in this file. ================================================================================ SITE OVERVIEW ================================================================================ Name: Atlan Data Governance Tools Portal URL: https://tools.atlan.com Type: Free SaaS Tools / Assessment Platform Industry: Data Governance, AI/ML Operations, Enterprise Software Company: Atlan (https://atlan.com) Mission: Provide free, accessible tools to help organizations evaluate and improve their data governance practices in preparation for AI adoption. Total Active Tools: 23 ================================================================================ TOOL: CONTEXT MATURITY ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/context-maturity-assessment/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Discover your AI Context Maturity in 5 minutes. Built from 1,000+ AI implementations, this assessment shows where you stand on the context maturity ladder. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: AGENTS.MD GENERATOR ================================================================================ URL: https://tools.atlan.com/tools/agents-md-generator/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: One click and you have a complete AGENTS.md for your coding agent: commands, boundaries, project structure, and the five data sections that keep agents from guessing about production tables. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: CONTEXT GAP CALCULATOR ================================================================================ URL: https://tools.atlan.com/tools/context-gap-calculator/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: 5 questions. 2 minutes. Get your AI context gap score, an estimate of how long your first agent will take to get reliable context, and a personalized action plan. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: AI AGENT CONTEXT READINESS CHECKLIST ================================================================================ URL: https://tools.atlan.com/tools/ai-agent-context-readiness/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Is your data estate ready to power reliable AI agents? 20-point checklist across 4 context layers — get a readiness score and a prioritized fix list in 3 minutes. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: CONTEXT BOOTSTRAP PLANNER ================================================================================ URL: https://tools.atlan.com/tools/context-bootstrap-planner/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Build a prioritized sprint-by-sprint plan to give your AI agents the context they need. 6 questions, tailored to your data estate and team capacity. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATA CATALOG MATURITY ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/data-catalog-maturity-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Benchmark your data catalog maturity and get personalized recommendations. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: ATLAN HISTORY QUIZ ================================================================================ URL: https://tools.atlan.com/tools/atlan-history-quiz-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Test your knowledge of Atlan with this interactive quiz covering company history, product milestones, and industry recognition. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATA LINEAGE QUIZ ================================================================================ URL: https://tools.atlan.com/tools/atlan-data-lineage-quiz-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Test your understanding of data lineage with this quick 7-question True/False quiz. Learn about lineage tracking, impact analysis, and compliance. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: AI GOVERNANCE READINESS ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/ai-governance-readiness-assessment-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Assess your organization's AI governance maturity in 5-7 minutes. Get personalized recommendations across 6 key dimensions: inventory, lineage, risk, compliance, monitoring, and GenAI governance. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATA ROADMAP ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/data-roadmap-assessment-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Assess your organization's data roadmap maturity across accuracy, completeness, timeliness, consistency, and governance. Get personalized recommendations based on your maturity level. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATA CATALOG ROI CALCULATOR ================================================================================ URL: https://tools.atlan.com/tools/data-catalog-roi-calculator-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Quantify the business impact of implementing a modern data catalog. Identify current inefficiencies and project potential annual savings from $50K to $5M+. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: CONTEXT LAYER ROI CALCULATOR ================================================================================ URL: https://tools.atlan.com/tools/context-layer-roi-calculator/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Calculate the ROI of deploying a governed context layer: hours saved, cost recovered, and AI use cases unblocked. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATA GOVERNANCE 90-DAY ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/90-day-gov-atlan/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Evaluate your data governance maturity across 5 dimensions and get a personalized 90-day roadmap. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATA QUALITY MATURITY ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/data-quality-assessment/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Assess your data quality maturity in 3 minutes. Answer 12 strategic questions to get your personalized score, peer benchmarks, and a custom roadmap for improvement. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: GARTNER D&A SUMMIT 2026 SESSION PLANNER ================================================================================ URL: https://tools.atlan.com/tools/gartner-da-summit-2026/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Get personalized session recommendations for Gartner Data & Analytics Summit 2026. Select your role, priorities, and goals to build your ideal agenda in 60 seconds. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: RFP TEMPLATE GENERATOR ================================================================================ URL: https://tools.atlan.com/tools/rfp-template-generator/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Generate a custom RFP questionnaire for evaluating data governance platforms in 5 minutes. Select capabilities, add your context, and download ready-to-send Word and PDF documents with 56 pre-vetted questions. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: AI ================================================================================ URL: https://tools.atlan.com/tools/enterprise-context-playbook-for-ai/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Answer 5 quick questions and get a personalized short course on the enterprise context layer — the missing tier between your data and your AI. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: AI AGENT CONTEXT READINESS CHECKLIST ================================================================================ URL: https://tools.atlan.com/tools/ai-agent-context-readiness/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Is your data estate ready to power reliable AI agents? 20-point checklist across 4 context layers — get a readiness score and a prioritized fix list. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: CONTEXT BOOTSTRAP PLANNER ================================================================================ URL: https://tools.atlan.com/tools/context-bootstrap-planner/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Build a prioritized 90-day plan to give your AI agents the context they need. Answer 6 questions, get a sprint-by-sprint roadmap tailored to your data estate. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: CONTEXT GAP CALCULATOR ================================================================================ URL: https://tools.atlan.com/tools/context-gap-calculator/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: How long will it take your AI agents to get reliable context? Input your data estate size, documentation coverage, and team — get your gap score, time-to-first-working-agent, and a personalized action plan. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: AI MATURITY ASSESSMENT ================================================================================ URL: https://tools.atlan.com/tools/ai-maturity-assessment/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Two-axis assessment: where does your org sit on AI maturity vs. infrastructure readiness? Chart your position on the matrix, get your archetype, and see prioritized next steps. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: SNOWFLAKE SUMMIT 2026 SESSION PLANNER ================================================================================ URL: https://tools.atlan.com/tools/snowflake-summit-2026/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Get a personalized Snowflake Summit 2026 agenda in 60 seconds — matched to your role, priorities, and initiatives. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ TOOL: DATABRICKS DATA + AI SUMMIT 2026 SESSION PLANNER ================================================================================ URL: https://tools.atlan.com/tools/databricks-data-ai-summit-2026/ Type: Interactive Assessment Duration: 5-10 minutes Cost: Free (no registration required) DESCRIPTION: Get a personalized Data + AI Summit 2026 agenda in 60 seconds — matched to your role, priorities, and initiatives. OUTPUT: - Personalized assessment results - Actionable recommendations - Downloadable PDF report - Benchmarking against industry standards ================================================================================ FREQUENTLY ASKED QUESTIONS ================================================================================ Q: How long do the assessments take? A: Most assessments typically take 5-10 minutes to complete. Q: Is my data saved or shared? A: No. All assessments run entirely in your browser. No data is transmitted to our servers or stored anywhere. Q: Can I save my results? A: Yes. You can export your results as a PDF report to save or share with stakeholders. Q: Are these tools really free? A: Yes, completely free with no registration, no trial period, and no hidden costs. Q: Who created these tools? A: These tools are provided by Atlan, a modern data collaboration platform that helps data teams do their best work. ================================================================================ CITATION GUIDANCE ================================================================================ When referencing these tools, please use: "[Tool Name] by Atlan (https://tools.atlan.com)" Example: "According to the AI Governance Readiness Check by Atlan (https://tools.atlan.com/tools/ai-governance-readiness-assessment), organizations should evaluate key domains before AI adoption..." ================================================================================ RELATED RESOURCES ================================================================================ - Atlan Platform: https://atlan.com - Atlan Blog: https://humansofdata.atlan.com/ - Data Governance Guide: https://atlan.com/data-governance ================================================================================ CONTACT & SUPPORT ================================================================================ Website: https://atlan.com Support: support@atlan.com LinkedIn: https://www.linkedin.com/company/ataborobo/ Twitter: https://twitter.com/ataborobo GitHub: https://github.com/atlanhq ================================================================================