The Enterprise Agentic AI Leadership Roadmap
A practical roadmap built by leaders from PwC, Microsoft, Zalando, HelloFresh, Volkswagen, and Thoughtworks for taking agentic AI from a board slide to a working, company-wide capability β in six stages, from strategy to scale.
Most AI advice is either too abstract to act on, or too technical to bring to your board
This roadmap is neither. It's built from the same frameworks Data Masterclass uses inside its enterprise engagements β condensed into the order these decisions actually need to happen in.
of enterprises are already past the AI pilot stage β yet most still can't demonstrate business impact.
is roughly how many genuine "big bets" a board can fund and track, not the 30+ pilots most portfolios sprawl into.
decisions, in order, separate a working, governed AI capability from an expensive collection of demos.
Six modules, 29 lessons, taught by the operators who've done this
Module 1 is completely free to watch right now β every lesson, taught by named coaches with real enterprise pedigree. Modules 2β6 unlock the moment you sign up below.
Create Your Board Narrative & Transformation Roadmap
- βΆIdentifying and Executing Strategic AI Big Bets
- βΆBuilding the AI Board Narrative from Big Bets
- βΆBuilding a Transformation Roadmap and Steering Model for AI
- βΆYour 90-Day Commitments for Turning AI Strategy Into Action
Build the Context Layer That AI Agents Need
- πGetting Started with How to Build the Context Layer That AI Agents Need
- πBuilding the Semantic Layer: Certified Data Products and Metrics
- πBuilding a Living Knowledge Layer for AI Agents
- πMaking Context Work in Production: The Orchestration Layer
- πSemantic, Knowledge, and Orchestration Layer Cheat Sheet
Design a Scalable Enterprise AI Architecture
- πGetting Started with How to Design a Scalable Enterprise AI Architecture
- πArchitecture Evolution: From Personal Productivity to Agentic Platforms
- πAI-Native Engineering: Building Platforms at Speed Without Cutting Corners
- πAgentic Governance: Registries, Risk Tiers, and Audit Trails
- πQ&A: Data, Tokens, and the Future of Engineering Seniority
Map What Your Team Needs to Look Like in 12β24 Months
- πIntroducing the Agentic Mesh: Organizing Teams for the AI Era
- πEpisode 1: From Data Mesh to Agentic Mesh
- πEpisode 2: Create Agentic Powered Teams
- πEpisode 3: Become an Agentic AI Leader
- πQ&A: Balancing Freedom, Risk, and Scale in the Agentic Transition
Implement Enterprise-Grade AI Agents Safely
- πGetting Started with Implementing Enterprise-Grade AI Agents Safely
- πDesigning Agentic Products: Proving Real Need Before You Build
- πDeveloping Agentic Products: Specs, Testing, and Real Ownership
- πDeploying Agentic Products: Adoption, Security, and the Maintenance You Can't Skip
- πCase Study: Self-Healing Autonomous Scraper
Agentic Analytics, AI and Engineering Across the Business
- πGetting Started with Agentic Analytics, AI and Engineering Across the Business
- πEpisode 1: Agentic Self-Service Analytics
- πEpisode 2: Agentic Self-Service AI
- πEpisode 3: Agentic Self-Service Engineering
What this thinking has done inside real organizations
"During a major restructuring at our 20,000-employee enterprise, Data Masterclass gave us clarity and focus. The workshops aligned our team and helped us build a target operating model that keeps us moving forward."
"With Data Masterclass, we assessed our entire strategy, data platform, and AI readiness. Their guidance is helping us move from legacy systems toward a modern data mesh and AI-driven value."
"Alex and Aleksejs don't sugarcoat. They gave us clarity, courage, and discipline to lead bold transformations others wouldn't dare touch. They cut through the noise and helped us focus on real impact."
Get free access to Modules 2β6
Enter your details once β the full six-module roadmap unlocks immediately, no cost, no card required.
Ready to go beyond the roadmap?
The Agentic Leader Program is the operating system for enterprise agentic AI transformation β a structured 12-week path from strategy to a running capability.
