01
Available now
The Perfect Proposal
AI makes the proposal stronger, clearer and more persuasive. But what deserves checking before it goes to the customer?
JUDGMENT CHALLENGES
WHAT WOULD
YOU DO?
Realistic business decisions where AI can inform the answer, but cannot remove the need for judgment.
Each challenge puts you inside a decision, asks you to choose, and then examines what your choice reveals about trust, context, evidence, consequence and responsibility.
SALES
Sales Judgment Challenges
What selling requires when intelligence is available on both sides of the table.
02
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The Seven Signals
Your AI sales platform rates the opportunity as one of your strongest. Seven positive buying signals point the same direction. Do they all deserve equal weight?
03
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The Activity Score
Six weeks into an AI-prescribed activity mix, first meetings are up 34% and pipeline value is up 9%. Qualification conversion just dropped from 40% to 22%.
04
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The Pipeline Priority
One week of focused time, then two weeks away. Your pipeline-priority tool ranks the bigger deal first — the smaller one has the funding deadline.
05
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The Override
An AI pricing agent recommends a maximum discount of 8%. The rep overrides it, offers 12%. The customer signs. Does that prove the override was needed?
06
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The Shared Picture
An AI account-prioritization tool ranks a long-time reference account low, because its objective is expected revenue. The system saw everything. It just wasn't built to value it.
07
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The Exception
An AI forecasting system has closed 92% of its high-probability calls correctly for two years. This quarter, a €2M renewal scores 91 — and a 15-year rep says something's wrong.
08
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The Boundary
An AI deal-approval agent has a 98% clean-outcome rate on renewals up to $50K. Leadership wants to triple its authority to $150K. Does the record actually settle that?
09
Available now
The Summary That Became a Scorecard
An AI call summary has been accurate for months. Now it rates deal health, feeds the forecast, and leadership wants it in performance reviews. Nothing about the tool has changed.
In development
More Sales Judgment Challenges are in development.
LEADERSHIP
Leadership Judgment Challenges
Decisions about authority, risk, resources and responsibility as AI becomes part of organizational work.
01
Available now
The Loop Nobody Left
Six months into an approved AI control, procurement's AI system is clearing contracts exactly as designed. Nothing has visibly gone wrong. Is that proof the control is working — or proof no one is looking?
02
Available now
The Report Nobody Handed Over
Six months after an AI drafting tool launched, only 12% of reports start from an AI-generated draft. The dashboard recommends a refresher training.
03
Available now
The Orchestration Plan
Your resourcing platform found the strongest available match for an urgent gap. It doesn't capture what her current role represents.
04
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The 10-Minute Decision
An AI system can authorize a material switch in ten minutes. The required 24-hour stress test hasn't started, and a similar shortcut failed eight months ago.
05
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The Authority Gap
An AI operations agent reallocates capacity away from a plant mid-expansion — a fully rule-following decision an executive still doesn't like.
06
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The Control That Passed
Eighteen months, every required review completed, recorded and signed. Procurement wants to raise the threshold on that 100% figure. The auditor asks: compliant with what?
07
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The Priority List
An AI ranking puts five accounts in front of leadership every Monday. One of your ten largest, quiet since a failed implementation, sits at fourteenth with renewal ten weeks away.
In development
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08
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The Successful Failure
Your first AI initiative failed. What should you conclude before deciding what happens next?
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09
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The Department Blocking AI
A high-value AI initiative is being blocked by Risk, Legal or HR. Who is exercising better judgment?
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10
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The Autonomous Agent
AI can now make and execute the decision. Should you let it?
HR
HR Judgment Challenges
What happens to roles, performance and human value when AI changes the work itself.
01
Available now
The Collaboration Score
A collaboration score built from recorded meeting data feeds straight into bonus pay. One of your strongest performers just came in four points under threshold.
02
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The Restructuring Memo
120 roles are being eliminated. The proposed memo explains it as part of the company's AI transformation. Every sentence in it is accurate.
03
Available now
The AI-Adjusted Performance Review
Two claims processors, same role. After a complexity adjustment built to fix exactly this complaint, one employee's score is still 15% higher.
In development
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04
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The Job AI Didn't Replace
AI has removed most of the routine work. What is the employee now valuable for?
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05
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The Entry-Level Role
If AI can perform the work juniors used to learn from, do you still hire them?
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06
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The High Performer Who Won't Use AI
One of your best employees refuses to integrate AI into their work. Their performance is still excellent. What do you do?
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07
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The Role That Became More Difficult
AI automated the easy 70% of the job. The remaining work requires considerably more judgment. Should performance still be measured the same way?
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08
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The Productivity Dividend
One employee with AI can now produce what three employees produced before. Who should benefit?
FINANCE
Finance Judgment Challenges
What a precise number can and can't decide for you — credit, risk and fraud decisions where AI works exactly as designed.
01
Available now
The Proven Risk Model
A credit-risk model has been right for five years. Then the environment changed overnight. How much of that track record still applies?
02
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The Fraud Threshold
Lowering a fraud threshold catches more fraud — and freezes more legitimate payments. AI can quantify the trade-off. It can't decide who should pay for it.
03
Available now
The Excluded Variable
A credit model excludes race, gender and zip code by design. The fairness audit finds a familiar pattern anyway.
In development
More Finance Judgment Challenges are in development.
PRIVATE JUDGMENT LABS
Facing one of these decisions now?
You do not have to wait for a Judgment Challenge to be published. Upcoming challenges can be explored with your leadership or team through a private 90-minute Judgment Lab.
YOUR ORGANIZATION
What judgment problem is AI creating for your organization?
If your team is facing a difficult decision that is not represented here, tell me about it.
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