Tool Gate · How it works
How the AI Adoption Curriculum Builder gate works
How the AI Adoption Curriculum Builder grades a rollout plan: four weighted dimensions into a 0–100 coherence score, and an unmeasured-outcome gate where any outcome with no Kirkpatrick measure forces FLAWED — which is how a 94 still fails on one un-evidenced outcome.
How the gate works
This tool grades an AI-rollout training plan. Each control is marked from your own evidence and weighted into a 0–100 score — and then the score is run past a gate that can only make the verdict worse.
The 4 weighted controls
| Signal | Weight |
|---|---|
| Role fit | 25 |
| Sequence & spacing | 25 |
| Outcome-measure coverage | 30 |
| Time-budget realism | 20 |
| Total | 100 |
The verdict bands
Any outcome with no Kirkpatrick measure — reaction, learning, behavior, or results — forces FLAWED. A plan you can't evidence isn't coherent, regardless of the score.
In the worked sample it scores 94 out of 100 and still reads FLAWED — Role fit, sequence, and time budget all score full — a 94, squarely COHERENT. But one outcome ('spot an AI hallucination before sending') ships with no way to measure it, so the gate forces FLAWED. A plan you can't evidence isn't a plan. The one thing to fix first: Outcome-measure coverage — give every outcome a Kirkpatrick measure (reaction, learning, behavior, or results)..
Common questions
Can something score well on the How the AI Adoption Curriculum gate works and still fail?
Yes. The weighted score is run past a worsen-only gate — the Unmeasured-outcome — that can only make the verdict worse. In the worked sample it scores 94 out of 100 and still reads FLAWED, because role fit, sequence, and time budget all score full — a 94, squarely COHERENT. But one outcome ('spot an AI hallucination before sending') ships with no way to measure it, so the gate forces FLAWED. A plan you can't evidence isn't a plan.
What is a worsen-only gate?
A dispositive rule that can only lower a verdict, never raise it. One fatal flaw overrides an otherwise-good score, because a single disqualifying gap shouldn't hide behind a high average. The tool also names the one thing to fix first — here, "Outcome-measure coverage — give every outcome a Kirkpatrick measure (reaction, learning, behavior, or results).".
Grades the plan you enter — it reads no systems and does not score or rank people. Educational; not legal, HR, or financial advice.
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<iframe src="https://redhub.ai/visuals/tool/ai-adoption-curriculum-builder.html" title="How the AI Adoption Curriculum Builder gate works — RedHub AI" width="760" height="1495" loading="lazy" style="border:0;width:100%;max-width:760px"></iframe>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai/visuals/tool/ai-adoption-curriculum-builder">How the AI Adoption Curriculum Builder gate works</a> — by <a href="https://redhub.ai">RedHub AI</a>, the AI that tells you when to doubt it.</p>Image + link — a static picture for any blog
<a href="https://redhub.ai/visuals/tool/ai-adoption-curriculum-builder"><img src="https://redhub.ai/visuals/tool/ai-adoption-curriculum-builder-share.png" alt="Diagram of the AI Adoption Curriculum Builder: four weighted dimensions, an unmeasured-outcome gate, and a plan scoring 94 that still reads FLAWED." width="760" loading="lazy" style="max-width:100%;height:auto;border-radius:16px"></a>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai">RedHub AI</a> — the AI that tells you when to doubt it.</p>
This is how AI Adoption Curriculum Builder works. More diagrams in the Visual Field Guide.