01
Strategy
Start with the business: where should AI create value, and which decisions and capabilities should improve?
AI Transformation
From AI
experiments
to enterprise capability.
My approach: understand AI not as a collection of tools, but as a capability of the entire enterprise.
Strategy · Governance · Architecture · People · Value
My framework
One connected system.
02
Governance
Clarify accountability, risks and guardrails. Consider privacy, security and human oversight from the start.
03
AI Operating Model
Design roles, decision paths and collaboration between business, IT and other functions.
04
Platform & AI Stack
Reusable platforms and integrations rather than isolated solutions. Align architecture with requirements.
05
Data & Knowledge
Connect sources, quality, access rights and context. Knowledge must be discoverable and traceable.
06
Use Cases & Products
Prioritize concrete problems and translate them into usable products. Define success criteria before implementation.
07
Agents & Workflows
Integrate agents into real workflows. Deliberately design tools, permissions, handoffs and control points.
08
Adoption & Skills
Enable people, adapt ways of working and feed usage insights back into development.
09
Measurement
Distinguish quality, usage, effort and economic value. Task efficiency does not automatically improve business results.
10
Value & Scaling
Scale what proves useful. The delivery model, organization and economic logic must evolve alongside it.
From architecture to code
Architecture must prove itself in implementation.
My own AI projects provide a practical workspace for agents, knowledge, orchestration and software engineering. They complement the executive perspective with hands-on implementation.
Enterprise AI
watunga.ai
Model-agnostic orchestration of AI agents and tools for complex, multi-step workflows.
Enterprise AI
HALO Core
An intelligence workspace for source-grounded insights: multi-agent chat, RAG and a studio for further outputs.
Digital Health
Corpus Analyzer
AI-assisted medical image analysis with DICOM support, streaming and bring-your-own-key configuration.
Engineering & Open Source
Clinical AI Skills
Modular skills for AI-assisted radiology workflows: imaging, integration, reporting and research.
Engineering & Open Source
Corpus Analytica Lab
An AI chat playground for research, coding, meeting support and learning, with voice interaction and MCP integration.
Digital Health
Gods in White
Automated German-language news on AI in healthcare, radiology and patient care — humans curate, AI assists with the writing.
Let’s connect
Technology with impact starts with a conversation.
For conversations about enterprise technology, AI transformation, architecture and intelligent systems.
Personal website. The perspectives and projects presented here are not official corporate communications from Bertrandt.