Open innovation in practice
From AI ambition to adoption through clear decisions, governed experiments, and recurring work.
AI strategy · Innovation · Business models · Decisions
Turning AI into working systems.
I help leaders and SMEs in Liechtenstein, Switzerland, Austria, southern Germany and the UK bring AI into everyday work: with a concrete task, a testable trial and clear responsibility. The focus is on better decisions, company knowledge and new business models - especially where sovereignty and human judgement matter.
Hartmut Hübner, PhD · Fractional AI Leader
In focus
Now
1
Decision Ground
A prototype for business decisions, with research, a decision barometer and shared knowledge that stays current. In development.
2
MindKeep
A shared AI knowledge base for teams: ask questions and open the source of every answer. In daily use at MMIND.ai.
3
ThinkMate
An AI coach for your own work: talk an idea through and turn the next step into a task with one click. Private pilot.
mmind.ai
CANCOM
sl.one
Culture Cockpit
GFP
TaaS
4
EDIH.li
A free AI strategy conversation with a practical strategy draft and an initial assessment based on the EU Digital Maturity Assessment.
5
AI in Compliance
Survey findings, controlled workflows, and a practical whitepaper for turning manual compliance work into governed AI systems.
6
RheinTalent
Regional recruitment, rebuilt with AI: anonymous profiles, explainable matching, and human decisions.
7
Flow Momentum
Performance Health for endurance athletes and coaches.
Private knowledge made useful
Approved sources, permissions, provenance, and human review designed into useful AI systems.
AI tools from real needs
FlowBoard, AI skill teams, and project tools built because the work needed them.
Ask the AI Field Notes archive
The planned knowledge agent will draw on Notes, papers, projects, and talks while keeping sources and uncertainty visible.
Latest thinking
AI Field Notes
European AI Adoption
A joint offer for manufacturing: visiting EDIH Südwest
EDIH.li and EDIH Südwest want to combine AI transformation, secure AI and testing before investment for manufacturers. What we discussed in Villingen-Schwenningen.
9 November 2026Read
European AI Adoption
Test your own venture: the EDIH.li Accelerator 2027
Seven group workshops and personal mentoring help turn an idea into a practical next step.
30 October 2026Read
Leadership & AI
AI widens the options. Imagining the future stays with us.
A new review on entrepreneurial imagination explains why responsibility and conversation matter more when AI joins strategic work.
23 October 2026Read
Useful AI starts with real work.
Bring a concrete question, paper, workflow, or team challenge. We can turn it into a practical next step.