About
Enterprise AI & Technology Leadership
Designing AI-enabled operating models for organizations at scale.
15 years in enterprise technology. Today, I help large organizations move beyond AI experimentation — to build intelligent systems that transform how they actually operate.
Closing the gap between AI strategy and operational reality.
Most organizations have an AI strategy. Very few have an AI operating model. The gap between the two is where most transformation programs fail — not for lack of technology, but for lack of organizational infrastructure to absorb it.
Over 15 years, I have worked across enterprise architecture, digital transformation, and — now — AI-native system design. My work spans governance frameworks, knowledge system modernization, intelligent service automation, and the change management that makes technology investments land at scale.
AI that transforms an organization operates invisibly — embedded in workflows, respecting governance, earning trust through reliability.
Currently, I am leading an AI-native IT transformation program at one of Europe's largest cooperative retail groups — deploying intelligent automation built on Google Cloud and Gemini Enterprise, integrated natively into enterprise knowledge systems and service workflows, at scale, across a multi-entity structure.
I also write Think with Godwin — a publication for technology and business leaders navigating the AI shift. Frameworks, field analysis, and the ideas shaping how organizations will operate over the next decade.
What I design and deliver.
01 — AI Operating Model Design
Translating AI strategy into operational infrastructure: governance frameworks, decision rights, human-AI workflows, and change management programs that scale across large organizations.
02 — Enterprise Knowledge Modernization
Transforming fragmented knowledge assets into AI-accessible systems that power intelligent service automation — grounded, governed, and aligned with organizational trust requirements.
03 — Intelligent Service Automation
Designing AI-enabled service delivery programs — from employee-facing support to process automation — that reduce operational load while maintaining quality, compliance, and auditability.
04 — AI Commerce Architecture
Building technical and strategic foundations for organizations to operate in an AI-mediated commerce environment — where intelligent agents become purchase interfaces at scale.
Think with Godwin.
A publication for technology and business leaders building in the age of AI. Field-tested analysis, strategic frameworks, and the ideas shaping how organizations will operate over the next decade.
What I'm focused on.
AI-native IT transformation at a major European retail group. Deploying Gemini-powered service automation across a multi-entity cooperative structure, integrating enterprise knowledge systems, governance frameworks, and multi-language employee experience.
Designing centralized AI platform architecture. Researching the optimal architecture for enterprise-wide AI agents with per-user permission inheritance — across Vertex AI Agent Builder, ADK, and MCP — moving beyond fragmented, point-solution deployments.
Building Think with Godwin. Developing a publication that bridges enterprise technology leadership and AI strategy for a global audience.
Exploring the agent economy. Analysing how AI agents are becoming a new commerce and service channel, and what this means for organizations' operating models and technology architecture.
Let's think at the frontier.
Subscribe to Think with Godwin — or reach out if you are leading an AI transformation program.