Workflow
Name the task, the handoffs, the exceptions, and the moment a human must approve the result.
Thanks for being in the room.
"A good pilot impresses today and already knows where it has to grow tomorrow."
Everything I mentioned on stage is below. Scorecard and framework are free, no email needed.
01 - Scorecard
The AI Use-Case Scorecard
Seven criteria, five minutes, and one clear answer: is this workflow a good first AI pilot, or do you have prerequisites to solve first?
02 - Framework
The Five Layers
Five layers to design before AI touches real work: workflow, data, model, people, and operations.
Operations
People
Model
Data
Workflow
Data
List the documents, systems, logs, and records the pilot may use, plus the data it must never touch.
Model
Choose the smallest model setup that can do the job with enough accuracy, latency, and cost control.
People
Decide who owns the workflow, who reviews outputs, who can override them, and who explains failures.
Operations
Add monitoring, evaluation, permissions, fallback paths, and handover before the pilot becomes normal work.
The scorecard helps you decide whether a workflow is worth piloting. The Five Layers helps you design the pilot once you have picked one.
Download the one-pager (PDF)04 - Follow
Follow the work on LinkedIn or the blog
I publish throughout the year: observations from client work, breakdowns of frameworks, new developments in the AI space, and longer notes when a topic needs more room.
05 - Talk directly
Have a workflow in mind? Let's talk.
If you already have a specific pilot, a stuck demo, a private deployment question, or a sensitive data boundary to design, the first discovery call is free and carries no commitment. Focused Private AI Workflow Assessments start at 2,500 euros.