Stop treating the AI gap as a training deficit.
Stop treating weak AI adoption as a training deficit when the real gap is process redesign and creative use, so the org does not buy another tool workshop for a diagnosis it has wrong.
Leadership has already named the gap: people need more AI training. The people-ops view is different. People may know the tool and still will not change how the work runs. There is no pulse that separates awareness from fear from process. Leaders were told to come for help. Few did.
Stay on that misread. This is not a shared-language strategy page. This is not managers-as-the-change-layer. This is not a coping workshop, not a job-redesign manifesto, and not an Adapt product page. The job is to stop buying a tool workshop for a diagnosis the company has wrong.
If the work still assumes the old steps, a better demo will not create new use.
Leadership already named training.
Operator pattern, not a cited sample. The exec table hears weak adoption and orders another class. OD suspects the hole is creative use and process, not a missing click-path. That suspicion is a judgment, not an adoption benchmark we will invent, and not a skills-gap score.
Thousand-flowers experiments with no written language are a different stuck (stop thousand-flowers AI experiments). Coaching versus a class is the container split (coaching vs training). A finished module was never proof of use (LMS completions are not a leadership skill).
The help hour sits empty.
Operator view: leaders were invited to come for AI help and almost nobody shows. That is not a reminder problem first. It is a sign the offered room does not match the friction. People already paid for tools they do not use (why employees do not use AI tools you already paid for).
A lunch-and-learn will reproduce the empty hour (a lunch-and-learn is not AI adoption). What happens between sessions is where use lives or dies (what happens between AI training sessions). A prompt library is the same wrong object in a nicer folder (a prompt library is not enablement).
Not an Adapt page. We will not route this diagnosis into a product block. If the company still thinks the gap is training, a new enablement layer will inherit the same empty hour.
Awareness, fear, or process.
Recommendation, not a pulse vendor: ask those three before you buy another workshop. Awareness is "I do not know it exists." Fear is "I will not put it on real work." Process is "the job still requires the old steps." Adoption fails when companies skip that split (why AI adoption fails).
Once you know the diagnosis, managers can own the week (make managers the AI change layer). Handing them ownership while leadership still thinks the answer is a class just moves the wrong job down a layer.
What this is not.
| If you are actually deciding | Go here instead |
|---|---|
| No shared language or written AI strategy yet | Stop thousand-flowers AI experiments |
| Managers should own adoption on their teams | Make managers the AI change layer |
| A completion rate is standing in for skill | LMS completions are not a leadership skill |
| Whether the room should be a class or coaching | Coaching vs training |
Strategy-before-tools is the shared-language page. Manager ownership is the change-layer page. Come back here when leadership already called it training and the work still has not changed.
Fix the diagnosis before the workshop.
Separate awareness, fear, and process before you buy a room
Can they find the tool. Are they afraid to use it on real work. Does the process still require the old steps. If you cannot tell those three apart, you are guessing. Leadership's "training" guess is still a guess.
Treat empty office hours as a diagnosis, not a reminder campaign
People were told to come for AI help. Few did. That is information. Another invite will not create a process they can change on Tuesday.
Redesign one live workflow before you schedule another workshop
Pick a job that still assumes the pre-tool steps. Change the steps. Coach the people through the first messy week. A tool demo is not that work. Do not buy Adapt to paper over a wrong diagnosis.
GROW can hold the managers who have to change a live process. SCALE can hold a wider layer once the diagnosis is shared. Do not buy either as a substitute for the missing split, and do not route this page into Adapt.
What good looks like. Someone can say awareness, fear, or process for a named workflow. The next spend matches that sentence. If the only change is another tool workshop, you kept the wrong diagnosis.
Check the diagnosis before you buy another workshop.
Bring the empty help hour, the tool you already paid for, and why leadership called it training. We will map awareness, fear, and process. We will not sell a class for the wrong gap.
Book a strategy callFrequently asked questions
Leadership says people need more AI training. How do we know that is the gap?
You do not, until you separate awareness, fear, and process. If people already know the tool and still will not change the work, another workshop will sit empty. Diagnose whether the job itself still assumes the old steps.
Leaders were told to come for AI help and almost nobody does. Is that a comms problem?
Usually not. Empty office hours are a signal that the offered help does not match the real friction. If the gap is creative use and process, a how-to session is the wrong room.
Is this the same as writing a shared AI language and strategy first?
No. Shared-language work stops thousand-flowers experiments when there is no written strategy. This page assumes the company already bought tools and still misreads weak use as a training hole.
Should we make managers the AI change layer instead?
Not as the first move. Manager ownership is how adoption spreads once you know the diagnosis. If you still think the problem is a missing workshop, you will hand managers the same wrong job.