Eight plays.
Strategy into action.
No maturity model, no 60-slide roadmap. Eight moves I have seen work again and again — in talks, workshops and with the AI-Pioneers. Take one. Today.
- 01
Start with the friction
The biggest gains hide in the boring handovers between systems — not in the customer-facing showcase for the board.
Do this
- Take the most annoying weekly routine, not the most impressive demo.
- Solve it once with AI — ship the output, flaws and all.
- Measure before/after in minutes and errors.
- 02
Advice is not execution
Chatbots advise, agents act. Confuse the two and you promise impact while delivering suggestions.
Do this
- For every tool, decide: does it merely advise, or does it truly execute?
- Set everyone's expectations along that line.
- 03
Guardrails before deployment
An execution layer without clear escalation boundaries is not progress — it is liability.
Do this
- Rewrite the runbooks before the agent takes over.
- Define escalation thresholds and human-in-the-loop explicitly.
- 04
Make the workforce contract explicit
Adoption resistance is rational when the contract stays hidden. Transparency beats persuasion.
Do this
- Transparent activation + audit trail for every human-facing automation.
- Always pair transparency with concrete reskilling commitments.
- 05
AI is a team sport
"No one pulls it off alone." Every person brings a qualification the organisation needs — AI lifts it instead of replacing it.
Do this
- Peer formats instead of lecture-style training.
- Name your pioneers and give them a stage — they multiply.
- 06
Measure operationally, not in benchmarks
Replace AI benchmarks with operational metrics. Shift the conversation from spec speculation to outcomes.
Do this
- Hours saved, incidents auto-resolved, capacity redeployed, productivity in euros.
- Build an adoption dashboard — not a model dashboard.
- 07
Governance as enabler
Good governance sets the pace instead of braking. It is the on-ramp, not the barrier.
Do this
- Design guardrails so they speed deployment up.
- Set open standards (MCP/A2A) early — before vendor stacks calcify.
- 08
Distribute ownership clearly
Agents need four clean ownership poles — otherwise no one owns them and everyone blocks.
Do this
- Outcome → Business · Lifecycle → IT · Personnel structure → HR · Investment/vendor risk → CFO.
- Add a lightweight "Agentic Operating Council" to coordinate — not to decide.
„AI won't solve your problem — it surfaces your process gaps first. That is exactly why the doing pays off."
Request a talk or workshop