WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2025 • Aug 20, 2025 • Session details

Blueprints for Success: Steering a Global Data & AI Architecture

Dominik Schneider

Merck stopped unauthorized AI use by redirecting employees to a secure, internal GPT clone. Dominic Schneider reveals the architecture governing and scaling over 1,400 enterprise data solutions.

Pause
Mute Enter Fullscreen
#1 about 2 min

Merck business overview and market diversity

Merck operates diverse business areas with a legacy spanning life science, healthcare, and electronics.

#2 about 2 min

Three pillars of the data and AI strategy

The data strategy relies on foundational pillars focusing on culture, operating models, and business teams.

#3 about 4 min

Core components of the internal Optimize ecosystem

The centralized data services environment covers cloud storage, AI workflows, and regulatory compliance.

#4 about 2 min

Ecosystem adoption progress and governance alignment challenges

Scaling data tools across the organization requires balancing rapid adoption with security and governance.

#5 about 3 min

Managing external tool requests and mitigating shadow IT

Interceptor processes redirect unauthorized software usage and guide users toward approved corporate tools.

#6 about 2 min

Navigating architecture guidance for internal tool selection

Capability maps and architecture blueprints help consolidate technology and guide users to appropriate tools.

#7 about 3 min

Provisioning cloud infrastructure through centralized architecture reviews

A mandatory review process establishes governed environment accounts for centralized AI use cases.

#8 about 2 min

Mandating infrastructure as code for secure production deployment

Mandating infrastructure as code and automated deployment pipelines ensures robust and secure production releases.

#9 about 2 min

Driving sector collaboration with scaled agile framework ceremonies

Embedded lead architects and agile ceremonies align decentralized teams with the central data ecosystem.

#10 about 3 min

Augmenting future architecture governance processes with generative AI

Automated architecture reviews, specialized chatbots, and dynamic tool detection aim to enhance operational efficiency.

Matching moments

3:33 min

Crucial lessons for deploying generative AI in enterprises

Alexander Trusheim Alexander Trusheim +1 · WWC 2025

1:41 min

Overcoming artificial intelligence silos in the enterprise

Kapil Gupta Kapil Gupta · WWC 2025

3:15 min

Core preventative strategies for sustainable artificial intelligence implementations

Marin Niehues Marin Niehues · LIVE

1:18 min

Simplifying AI deployments using architectural blueprints and reference implementations

Stephan Gillich Stephan Gillich · WWC 2024

1:33 min

Recapping vital capability shifts across security and enterprise infrastructure

Sergej Reznik Sergej Reznik · Europe 2026 Virtual

2:52 min

Scaling generative AI use cases across large enterprises

Mike Butcher Mike Butcher +3 · WWC 2024

More from World Congress 2025

GenAI Security: Navigating the Unseen Iceberg thumbnail
24:33
10 months ago

GenAI Security: Navigating the Unseen Iceberg

Maish Saidel-Keesing

Behind the Code: How Women Are Powering the Future of AI thumbnail
30:28
12 months ago

Behind the Code: How Women Are Powering the Future of AI

Alexandra Wudel, Laura Moritz, Madalina Florean

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise? thumbnail
28:12
12 months ago

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise?

Justus Lumpe, Konstantin Vinogradov, Nils Eiteneyer, Stephan Wirris

AI in Leadership: How Technology is Reshaping Executive Roles thumbnail
28:19
12 months ago

AI in Leadership: How Technology is Reshaping Executive Roles

Bernd Datler, Jasmin Kaiser, Jeff Hausmann, Sonja Alvarez

The AI-Ready Stack: Rethinking the Engineering Org of the Future thumbnail
28:09
12 months ago

The AI-Ready Stack: Rethinking the Engineering Org of the Future

Alex Laubscher, Jan Oberhauser, Keno Dreßel, Mirko Novakovic

AI Sovereignty: What Does It Take? thumbnail
29:13
12 months ago

AI Sovereignty: What Does It Take?

Boris Hecker, Clemens Wasner, Robin Hermann, Sonja Alvarez

Upcoming sessions on this topic

Open session

World Congress 2026 North America

Beyond the Code: Human-AI Synergies in Product Development

Ajita Kanchivakam Ananth

Staff Technical Program Manager at Google

Ajita Kanchivakam Ananth
Open session

World Congress 2026 North America

Optimizing consumption and cost of AI APIs in the enterprise

Derric Gilling

Vice President and General Manager, API Platform

Derric Gilling
Open session

World Congress 2026 North America

The Broken Rung: How AI is Rebuilding Software Development from the Ground Up

Tomislav Tipurić

Chief Technology Officer, Nephos

Tomislav Tipurić
Open session

World Congress 2026 North America

Making Science Larger, not just Faster

Yuval Dvir

Commercial Executive, SandboxAQ

Yuval Dvir
Open session

World Congress 2026 North America

Building Stuff with GenAI - The Open Minded Workshop beyond OpenAI

Andreas Erben

CTO for Applied AI and Metaverse at daenet

Andreas Erben
Open session

World Congress 2026 North America

AI Decision Observability: Enabling Transparency and Trust in Intelligent Systems

Amjad Shaikh, Soumil Mandal

Amjad Shaikh
Soumil Mandal

Related videos

Inside Mercedes-Benz: 140 Years of Heritage meet AI thumbnail
21:03
WWC Europe 2026 • about 1 month ago

Inside Mercedes-Benz: 140 Years of Heritage meet AI

Daniel Geisel, Jens Petersohn

The Missing Layer Between Enterprise Data and AI Agents thumbnail
30:17
WWC Europe 2026 • about 1 month ago

The Missing Layer Between Enterprise Data and AI Agents

Jannis Eickenroth, Sebastian Klenke

Beyond GPT: Building Unified GenAI Platforms for the Enterprise of Tomorrow thumbnail
21:22
WWC 2025 • 12 months ago

Beyond GPT: Building Unified GenAI Platforms for the Enterprise of Tomorrow

Kapil Gupta

Data: The Deciding Factor in AI Success thumbnail
28:53
WWC Europe 2026 • about 1 month ago

Data: The Deciding Factor in AI Success

Damandeep Kochhar, Jörg Tewes, Siddhika Nevrekar, Ed Huang, Laura Moritz

AI-Enabled Organisations: From Strategy to Practice thumbnail
28:10
WWC Europe 2026 • about 1 month ago

AI-Enabled Organisations: From Strategy to Practice

Benedikt Höck, Chris Daden, Lars Rogge, Damiana Casile

AI for Enterprise Developers - Dr. Damir Dobric thumbnail
32:55
Coffee With Developers • 5 months ago

AI for Enterprise Developers - Dr. Damir Dobric

Damir Dobric

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.