AI Czar at Open Systems.

I shape how we adopt and operate AI: which problems to prioritize, how the platform should support teams, and what it takes to run it dependably. My focus connects domain knowledge, AI architecture, and technical governance.

What I work on

Shared AI architecture. I introduced our agent mesh approach, define the platform architecture and roadmap, and coordinate implementation. My Agent Mesh essay explains the architectural ideas behind this work.
Reusable domain knowledge. I introduced agent skills and designed an approach to sharing and maintaining them across teams and tools. Skill UI is a separate open-source project exploring the practical tools for that lifecycle.
Dependable operation. I set the technical direction for evaluation and guardrails, translating reliability, compliance, and data protection requirements into platform design. I also lead our Data & AI Guild to share knowledge across teams.

Start here

Three essays on making AI useful across an organization.

Domain knowledge The Most Important Role in an AI-Native Company Why domain experts need time, training, and authority to shape how AI is used.
The Agent Mesh A shared architecture for agent identity, tool access, and oversight across teams.
The Emperor’s New Agent Measure the work before automating it, then evaluate whether the process improves.

Speaking & publications

Agent Mesh workshop. Materials and exercises from my CH Open workshop in September 2026 on designing and operating AI agents across an organization. Explore the workshop.
SwissText 2024. Coauthor of Practical Strategies for Enhancing Reliability of GenAI Systems in Customer Operations.
Invited talks and workshops. SwissNLP “LLMs in Practice” and CH Open Workshop-Tage 2025.

Speaker bio and topics.

I write for people making decisions about AI architecture, engineering, and adoption. Undisconnected examines the domain knowledge AI needs, the platforms it runs on, and the evidence that it improves the work. Read the newsletter.

Contact

For speaking invitations or discussions about AI architecture, adoption, and governance, contact me on LinkedIn. Explore my public projects on GitHub.