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PeopleOps

Hiring, Interviewing & HR Compliance Simulator

Learn practical HR by doing it. Spot bias in real hiring panel notes, calibrate interview scorecards against evidence instead of gut feeling, navigate the legal risk in a termination decision, and match performance ratings to the actual record.

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Bias Detector
Flag hiring bias
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Scorecard
Rate on evidence
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Termination
Compliance risk
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Reviews
Match rating to record

Built for

Small business owners handling their own hiring and HR, and new graduates entering people-ops or HR roles who want hands-on reps before the stakes are real.

Key features

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Resume Bias Detector

Read real hiring panel notes and flag the reasoning that's bias, not a legitimate qualification signal, across five scenarios.

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Interview Scorecard Calibration

Rate candidates against structured evidence, not gut feeling โ€” the same standard every time.

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Termination Compliance Decision Tree

Diagnose the legal risk in a termination scenario, then pick the compliant next step.

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Performance Review Calibration

Match the overall rating to the actual metrics and documented evidence, not a vague impression.

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4-Track Academy

40 quiz questions across hiring, interviewing, termination compliance, and performance management โ€” each with a full explanation.

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Badges & Certificate

Earn Bias Spotter, Scorecard Calibrator, Compliance Navigator, and Performance Manager badges, then unlock a certificate at 100%.

Self-contained & risk-free

Completely self-contained sandbox โ€” no internet required when run locally.

Educational simulation only โ€” all candidates, employees, and scenarios are fictional and simulated locally. No real personnel data is ever used.

๐Ÿ“š Take-home practice

Every session pairs with a quick 15โ€“20 min real-world task that turns the simulator into a habit.

This week's challenge

Look back at a hiring or performance decision you've been part of, and ask: was the reasoning based on specific evidence, or on an overall impression?

Spot a biased assumption in a hiring note
Rate a scenario against a rubric, not a vibe
Ask "what's the documented evidence here?"

Ready to teach practical HR?

PeopleOps is part of our Business & Workforce Track.

โฑ๏ธ Format: Self-paced online lab ๐Ÿ–ฅ๏ธ Access: Runs in any modern browser
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