AI Reality Case Studies

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ARC-HR-01 · For people running sessions

Request the facilitator guide

Plan your session

Approximate reading time: 16 minutes for the case. Intended audience: HR and talent leaders, hiring managers, people-analytics teams and those responsible for fair, explainable hiring decisions.

Facilitator format: Use the full 90-minute kit, or run a focused 20–30-minute discussion using the case and its key decision questions.

What is in the guide

A 90-minute run sheet in eight timed moves, a council-of-minds table that keeps every stakeholder in the conversation, critical-evaluation prompts, a model decision analysis, a transfer worksheet each participant completes, and a facilitator quality check. It accompanies the case The shortlist nobody could explain - read that first, it is free.

Why it is sent on request

The guide works best in the hands of someone preparing to lead a room, and we like knowing who is teaching with these cases. Ask, and it is yours.

What happens when you ask

One email with a download link, valid for 24 hours. The optional updates choice is recorded separately. Updates delivery is being connected; the guide request does not depend on opting in.

We use your email only to send this guide - nothing else - unless you tick updates.

We keep a record of each request as proof of consent. The updates choice is recorded separately. Addresses are not sold.

Trouble with the form or need a link resent? Email manip@almostmagic.net.au with the case name and we'll send the guide.