Eminence EdgeAI fluency training · AI Talent & People
Realistic scenarios that show how people actually work with AI: which tool they reach for, whether they check what comes back, and, for leaders, whether they know what to ask before work goes out.
6 role modules19 scenarios and item setsA certificate of completion for each moduleEvery planted error traces to a documented AI failure
Three kinds of exercise
Each role module combines them: work simulations set in your function, model-choice items, and for leaders, the oversight scenarios. Explanations follow every attempt, with the documented failure behind each problem.
- In every module
Model choice
Which model or tool for which job, at what cost, and how to use one model to screen another without mistaking that for verification.
- Role modules
Work simulation
A message arrives with a deadline and a data room. You work with AI, judge what comes back, check again after it revises, handle what arrives mid-stream and decide what to send. Nothing tells you what to check.
- Leading AI-assisted teams
Leadership oversight
The inverse. A polished, AI-assisted deliverable lands minutes before it is due. You question the team, find where the process could have broken, and decide whether it goes out.
How a scenario works
Everyone works in the same interface and sees the same AI outputs, whatever tools they can afford at home. What you choose to do, and not do, is what the scenario shows you.
- 1 · Arrival
A message and a data room
A deadline, the files, an AI-use policy, and documents that matter whether or not anyone mentions them.
- 2 · First pass
What came back
Two or three drafts from different assistants. Mark anything you would change.
- 3 · Iteration
The revision
Ask for changes and read what comes back.
- 4 · Mid-stream
Something arrives
A message you did not expect, from someone with a view.
- 5 · Delivery
Send, or hold
The work and the note that goes with it.
- 6 · Explanation
What was there
Each problem, why it mattered, the failure it comes from, and where you are strong.
15%
of the documented AI failures in Eminence Scan were caught inside the organization that made them. The rest were found by a court, a client, a regulator, a journalist or the people harmed.
What the failures say to train
Failures to check, disclose, supervise and escalate, across 50+ documented cases. Not one was a failure of prompting.
- 40%of failures analyzedCheck AI output against its sources
Open the source, recalculate the figure, find the quotation.
Planted sources, figures and quotations in every work simulation.
- 32%of failures analyzedTest a system before relying on it
Try it on known cases first.
Choosing and testing a tool for a repeated task, in Model choice.
- 18%of failures analyzedReview for substance, with time to do it
Not style and flow, and not minutes before release.
The whole Leadership oversight module.
- 14%of failures analyzedCheck what a contractor produced
Rather than rely on an assurance that no AI was used.
The contractor in the leader's team chat.
- 14%of failures analyzedSay where AI was used
Disclosure out of view, or only after a correction.
The note that goes with the work.
A failure can fall in more than one category, so these percentages add up to more than 100%. See the documented failures in Eminence Scan.
The Friday email
One message, two AI drafts, one decision. See how much you would have sent without checking.
Start the free scenarioYou caught 1 of the 3 problems in what you were about to send.
Found, with the full explanation.
Locked: matches a failure that led to a withdrawn report.
Locked: matches a failure that ended in a corrected publication.
Modules and plans
Individuals buy the module for their role. Teams subscribe and get every module. One Eminence account across the site and its tools; your purchases, receipts and plan are in your account. Paid plans require a U.S. billing address.
For individuals: the module for your role
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Role module
Finance & FP&A
Analysts and finance teams who build models, commentary and board material with AI.
- 3 scenarios set in this work
- The model-choice items
- A training guide for the role
- A certificate of completion
$149 one-time, 12 months of access
Buy this module One-time payment, final sale. Access for 12 months from purchase. Requires a U.S. billing address. Terms
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Role module
HR & People
HR, people and talent teams who draft policy, analyse people data and screen with AI.
- 3 scenarios set in this work
- The model-choice items
- A training guide for the role
- A certificate of completion
$149 one-time, 12 months of access
Buy this module One-time payment, final sale. Access for 12 months from purchase. Requires a U.S. billing address. Terms
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Role module
Consulting & Strategy
Analysts and consultants who research, size markets and write client briefs with AI.
- 3 scenarios set in this work
- The model-choice items
- A training guide for the role
- A certificate of completion
$149 one-time, 12 months of access
Buy this module One-time payment, final sale. Access for 12 months from purchase. Requires a U.S. billing address. Terms
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Role module
Marketing & Communications
Marketing, communications and customer teams who research audiences and write for customers with AI.
- 3 scenarios set in this work
- The model-choice items
- A training guide for the role
- A certificate of completion
$149 one-time, 12 months of access
Buy this module One-time payment, final sale. Access for 12 months from purchase. Requires a U.S. billing address. Terms
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Role module
Operations
Operations and service teams who plan capacity, write procedures and automate repeated work with AI.
- 3 scenarios set in this work
- The model-choice items
- A training guide for the role
- A certificate of completion
$149 one-time, 12 months of access
Buy this module One-time payment, final sale. Access for 12 months from purchase. Requires a U.S. billing address. Terms
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For managers and leaders
Leading AI-assisted teams
Managers, directors and partners who sign off work their teams produce with AI.
- 3 scenarios set in this work
- The model-choice items
- A training guide for the role
- A certificate of completion
$249 one-time, 12 months of access
Buy this module One-time payment, final sale. Access for 12 months from purchase. Requires a U.S. billing address. Terms
For teams and organizations
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Up to 10 people
Team
$199 a month
- Every role module for every person
- Leading AI-assisted teams is in Team Plus
- Training guides and certificates of completion
- Add and remove people by email
- Team completion and the team’s profile in aggregate; individual results stay with each learner
Monthly Renews automatically. Cancel any time in your account; your plan runs to the end of the period you have paid for. No refunds for partial periods. Requires a U.S. billing address. Terms
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Up to 25 people
Team Plus
$399 a month
- Every module for every person, including Leading AI-assisted teams
- New scenarios each quarter
- Training guides and certificates of completion
- Add and remove people by email
- Team completion and the team’s profile in aggregate; individual results stay with each learner
Monthly Renews automatically. Cancel any time in your account; your plan runs to the end of the period you have paid for. No refunds for partial periods. Requires a U.S. billing address. Terms
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More than 25 people
Enterprise
Quoted
- Everything in Team Plus, for the whole organization
- Scenarios set in your function, industry and tools
- The leadership program, with an optional facilitated session
- Single sign-on, invoicing and reporting
Team plans: results are for training, and team customers agree not to use them for hiring, promotion or other employment decisions. Eminence Edge is training. Feedback is for the learner and is not a test result; certificates record completion, not proficiency, and none of it is designed or offered for hiring, promotion or other employment decisions. All organizations, people and figures in the scenarios are fictional. Sign in if you already have a module or plan.