The most useful findings came from a slice no one had asked for.
The leadership team commissioned a workforce-wide AI readiness diagnostic and expected a scorecard. It got one. It also got three findings that were invisible on the scorecard and appeared only once the data was sorted by who was speaking and how long they had been there.
- 107structured AI interviews across the workforce
- 4seniority groups, from senior management to individual experts
- 3tenure cohorts, including new joiners under one year
- 8dimensions of readiness, on a four-level maturity ladder
- 3findings the scorecard missed
A globally active industrial business had visible AI deployments running ahead of the structure that would let them scale. The leadership team wanted a calibrated read on where the workforce actually stood, across every layer, not another round of pilots.
Adaptive AI interviews ran with 107 employees in the language each chose, across four seniority groups and three tenure cohorts. The 8-A AI Readiness Framework placed the organisation across eight dimensions on a four-level maturity ladder, from L1 Ad Hoc to L4 Leading.
The scorecard placed the organisation at L1 Ad Hoc on six of the eight dimensions, with two at L2 Developing. Useful on its own, and not the most useful part. The deeper findings appeared only when the 107 responses were sliced by tenure and by seniority. None were on the scorecard. All three were in the data, and each one changed what to do next: turn senior self-awareness into visible behaviour, build the data case with the operators who can see the gap, and put an AI on-ramp into onboarding before the system narrows what new joiners arrive with.
Self-awareness was already in place, ready to be turned into visible behaviour.
The closer to the equipment, the more credible the architectural gap.
The cleanest outside view of the system was also the most underserved.
The report did not stop at delivery. A workshop annex turned the diagnostic into a one-day session built around the top three priorities, each priority paired to a specific finding and a measurable signal of progress. The deliverable carried into the action.
Employees do not believe speeches. They believe friction removal and expectations.
Yes, we are here for this
AI and transformation readiness. You want to calibrate what your workforce really believes about AI, with depth across every seniority and tenure layer, not just a scorecard.
And across our practice. Organisations: PRISM diagnostics on strategy, growth, AI readiness, and culture, and custom 360 feedback built around your leadership model. Individuals and teams: research-backed assessments, 360 feedback for one or a few, tandem coaching that pairs a human and an AI coach, adaptive learning personalised to each person. Consulting partners and business schools: diagnostics and programmes delivered under your own brand.
No, we will point you to a partner (when you want to):
- Crunch sales figures to optimise next quarter's pricing.
- Run a one to five satisfaction poll on the cafeteria's Friday curry.
- A/B test which shade of blue your buy now button should be.
- Find your next chief financial officer.
- Migrate your data warehouse to the cloud.
If we are the right help, we will tell you. If we are not, we will say so, and where we know better, we will point you somewhere that is.
The 8-A AI Readiness Framework is co-developed by 100Facets and the University of St. Gallen.