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Pick your industry and function
Select your industry from the list, then choose the function you want to explore.
Most AI programs start with the technology. The ones that work start with the work.
Brought to you by wellgrounded.ai
How it works
A structured way to identify where AI creates real value — and where to begin.
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Select your industry from the list, then choose the function you want to explore.
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See every job to be done classified by how AI fits. Click any to understand what generative and agentic AI can do — in plain English.
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Rate your organisation's readiness across five dimensions — data, talent, governance, leadership, and change management.
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Three waves — quick wins, scale, transform — built around your actual maturity with a build recommendation for each initiative.
What you get
Every job to be done in your function, placed on the value chain and tagged by how humans and AI share the work.
See which ideas fit your current data, skills, and governance posture — before you commit to a program.
Quick wins, scale, and transform — sequenced with build style (taker, shaper, maker) for each initiative.
How this tool thinks
Start with jobs to be done and process flow. Technology decisions come after the work is clearly defined.
Generative AI produces content and surfaces insight. Agentic AI takes actions across systems. Confusing the two is how programs get scoped incorrectly from the start.
Every map is anchored in the APQC Process Classification Framework and O*NET occupational taxonomy, not model intuition.