--- title: "Atlan Blueprint | Build Governance That Works in the AI Era" url: "https://atlan.com/blueprint/" description: "Discover the Atlan Blueprint - a step-by-step framework with assessments, templates, and tools to modernize your data governance for AI and analytics." keywords: "data governance, governance blueprint, data governance framework, governance templates, data governance best practices, governance assessments, data governance strategy, governance implementation, data governance guide, governance program, data management framework" --- > Atlan is hosting Context Conference, bringing together the leaders and builders at the frontier of giving AI the context it needs to understand their business. It runs online on October 28, 2026, from 11:00 AM to 2:00 PM ET. Atlan co-founder Prukalpa Sankar opens and closes the day. Leaders from AstraZeneca, BNY and Verizon share why they invest in context and what they get from it. Registrants get early access to The AI Context Gap, a new study from MIT Technology Review Insights. Register: https://atlan.com/context-conference/ **The Atlan Blueprint: the governance blueprint that works.** A free, step-by-step data governance framework for governance leaders, stewards, analysts, engineers, and platform leads. It includes 32 assessments, frameworks and templates, built from 300+ real governance programs, organized in four phases: Assess, Plan, Implement, Adopt and Scale. The Blueprint is gated behind a short form on the page: [get the Blueprint at https://atlan.com/blueprint/](https://atlan.com/blueprint/). With it you: - Discover field-tested frameworks to fix governance gaps - Access assessments and templates built for the AI era - Learn how to build governance programs teams actually use ## Why governance programs struggle in the AI era Traditional governance was built for compliance, not collaboration. The result: siloed frameworks nobody uses, little to no adoption, de-prioritised programs and missed opportunities to enable trusted AI. What practitioners say: - Data Governance Manager: "Our governance program was built for compliance - it doesn't support the speed and complexity of AI projects." - Data Quality Manager: "When a schema changes upstream, I worry about dashboards breaking... but with AI pipelines, the stakes are even higher." - Data Platform Lead: "We know governance is critical, but we don't know how to start without slowing down AI initiatives." - Data Steward: "Everyone talks about AI, but our governance framework doesn't even support the basics of modern analytics." The numbers: - 73% of practitioners say current frameworks don't support modern AI and analytics. - 68% of governance initiatives fail to achieve adoption in year one. - Average implementation drags on for 18 months, longer than most business priorities last. ## Why the Atlan Blueprint Built by data practitioners, for data practitioners, so you don't waste cycles reinventing governance from scratch. - **Benchmark with Confidence:** ready-to-use assessments to quickly understand your data and AI governance maturity. - **Adopt What Works:** field-tested templates and workflows that make adoption easier for your team. - **Prove Progress:** structured methods to track adoption, measure outcomes, and align business and data users. ## A step-by-step path you can actually follow Built from hundreds of real programs, this roadmap helps you assess, plan, implement, and scale governance that actually gets adopted. ### Phase 1: Assess - benchmark your governance maturity in minutes - **People Assessment Readiness:** evaluate your team's skills, roles, and capacity to lead governance successfully, and pinpoint where to strengthen alignment. - **Governance Maturity Assessment:** measure your current maturity across six key governance dimensions and reveal the highest-impact areas for improvement. [Assess phase details](https://atlan.com/blueprint-assess/) ### Phase 2: Plan - prioritize what matters most for your business - **Initiative Prioritization Matrix:** rank governance initiatives by impact and effort to focus resources on quick wins and strategic outcomes. - **User Stories Template:** convert governance goals into clear, actionable stories that connect technical work to measurable business value. [Plan phase details](https://atlan.com/blueprint-plan/) ### Phase 3: Implement - translate governance strategy into real workflows - **Metadata Supply and Demand Flywheel:** balance the creation and use of metadata to build sustainable, self-reinforcing governance engagement. - **Data Product Scoring Template:** evaluate datasets using seven readiness dimensions to decide which ones should be treated as true data products. [Implement phase details](https://atlan.com/blueprint-implement/) ### Phase 4: Adopt and Scale - drive adoption and prove governance ROI - **Adoption Metrics Guide:** define and track persona-based adoption KPIs that show progress across engagement, activation, and governance health. - **Outcome Measurement and Storytelling Framework:** link governance achievements to real business results with clear before-and-after narratives. - **Change Management Framework:** apply ADKAR-based tactics to overcome resistance, reinforce behaviors, and sustain long-term governance adoption. [Adopt and Scale phase details](https://atlan.com/blueprint-adopt-scale/) ## Limited seats: book a Governance Maturity Review Our experts have guided governance programs at global enterprises. A small number of sessions are open this quarter; apply through the form on the page. Experts shown: - Emily Winks, Sr Customer Education Manager, Atlan - Steven Hloros, Sr Customer Education Manager, Atlan - Austin Kronz, Account Director, Atlan ## Frequently asked questions **What is the Atlan Blueprint?** The Atlan Blueprint is a step-by-step governance framework with assessments, templates, and guides that help data teams build governance programs that actually accelerate AI and analytics initiatives. **Who should use the Blueprint?** It's designed for data governance leaders, stewards, analysts, engineers, and platform leads - the people responsible for making governance real inside organizations. **How long does it take to see value?** Unlike traditional programs that take 18 months, the Blueprint helps you identify quick wins in weeks through targeted assessments and prioritized initiatives. **What's included in the Blueprint?** Four phases - Assess, Plan, Implement, Adopt and Scale - each with practical tools like maturity assessments, prioritization matrices, product scoring rubrics, adoption metrics, and change management playbooks. **Do we need to buy software to use it?** No. The Blueprint is methodology-first. You can apply it regardless of your current stack. Atlan's platform can accelerate the journey, but it isn't a prerequisite. **How does the Blueprint help with AI projects?** It's built for the AI era, with practices for real-time data, machine learning pipelines, and collaborative analytics - ensuring trusted, governed data flows into your models. **How do we measure success?** You'll track adoption metrics, governance health indicators, and outcome KPIs, plus create simple "before/after" stories that resonate with executives. **Where do we start?** Day 1 begins with the Governance Maturity Assessment and People Readiness Assessment, giving you a baseline and a clear first set of priorities. ## Get the Blueprint Start building governance programs people actually use. [Download the free Blueprint on the page](https://atlan.com/blueprint/) / [Book a Demo](https://atlan.com/forms/talk-to-sales-contact/) Customers shown in the closing section: Autodesk, Nasdaq, Fox, HelloFresh, Cisco, Plaid, General Motors.