Playbooks·HR / People·Professional Services·HR13
Promotion / Calibration Panels
Extract promotion evidence, compare cases against shared criteria, and produce calibration narratives for panel review.
GenAI impact
What this playbook delivers
Projected against the same workflow run manually, end to end
- 46%
- Faster than the manual baseline
- ~5.7hrs
- Saved per cycle
- 3
- Source-of-truth artifacts
Estimated impact based on 8 promotion candidates calibrated against shared criteria · Real savings vary with team volume and current process maturity
The challenge
Why the workflow breaks
Three patterns show up across teams using GenAI without a shared workflow
Fabricated evidence
A stronger-sounding case can include achievements, leadership examples, or scope claims that never appeared in the review pack.
Candidate mixing
When multiple packets are handled together, examples, quotes, or manager language can be attributed to the wrong candidate.
Advocacy polish
Smooth manager narratives can make weakly supported cases feel stronger while panels compare writing quality instead of evidence.
Where GenAI helps
From confused intake to source-of-truth artifacts
Here’s what changes when the team uses this playbook
From
To
Managers bring uneven narratives to calibration
Promotion Evidence Matrix extracts evidence against shared criteria
Multiple candidate packets blur together
Verified Evidence Matrix preserves source accuracy per candidate
Panel discussion follows advocacy and recall
Comparative Case Analysis compares the same criteria side by side
Weak justifications surface during the meeting
Justification Strength Report informs Promotion Panel Outcomes
How the playbook works
3 phases, one source of truth
Each phase produces an artifact the next phase builds on
Extract evidence
AI structures review packs into a Promotion Evidence Matrix while keeping extraction separate from any promotion recommendation.
Verify & compare
The Verified Evidence Matrix and Comparative Case Analysis help panel leaders inspect source accuracy, evidence strength, and gaps.
Explain outcomes
The Justification Strength Report, Draft Calibration Narratives, and Promotion Panel Outcomes document the panel's rationale without inventing consensus.
What you’ll produce
Sample artifacts from the workflow
Interim and final deliverables you can review and download
Comparative Case Analysis
Side-by-side case analysis comparing promotion candidates against shared criteria, highlighting evidence strength, gaps, and calibration themes.
Justification Strength Report
Assessment of each promotion rationale for evidence quality, specificity, and risk of inconsistency before the panel finalizes decisions.
Promotion Panel Outcomes
Final calibrated decision set with promotion outcomes, rationale, and follow-up notes aligned to panel governance and criteria.
Built into the workflow
Quality and risk checks at every step
Verification, data handling, and definition-of-done rules are part of the playbook — not afterthoughts
Quality
Mandatory cross-candidate comparison on shared criteria with verified evidence citations ensures every calibration decision is consistent and traceable, eliminating reliance on unstructured panel recall that skews toward recency and familiarity bias.
Risk handling
Governed prompts with data-handling restrictions prevent sensitive performance ratings and manager commentary from leaking to unapproved AI tools, while mandatory source verification catches fabricated or cross-candidate misattributed evidence before it reaches the panel.
LIVE ONLINE LABS
Join a live Lab for this workflow
An AGASI expert runs your team through the Promotion / Calibration Panels workflow on your own real work — so you leave with the method, not a recording.
Built around this exact playbook
You internalise the method, not a recording.
Facilitated by an AGASI expert
Live online coaching on prompts, verification, and where the workflow tends to break.
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Run the Promotion / Calibration Panels playbook
Step-by-step prompts, role guidance, data-handling notes, and definition-of-done checks for every step of the workflow