Hiring teams discuss evidence against the same rubric.
Shared AI Workflow
Run fairer talent reviews with structured evidence.
Run fairer hiring and people reviews by sharing rubrics, structured feedback, interview packets, and task ownership.
RecruiterHiring managerInterview panelPeople partner
Why It Helps
Make sensitive people decisions more consistent and reviewable.
The workflow makes sensitive people decisions more structured by combining rubric, evidence, assignments, and retention rules in one capsule.
Feedback synthesis is structured instead of anecdotal.
Candidate and people data retention is explicit.
Capsule Blueprint
Keep people decisions grounded in structured evidence.
Each capsule narrows the AI surface to the tools, prompts, resources, and rules that matter for this specific workflow.
Connected tools
- ATS and calendar
- Docs, scorecards, and notes
- People systems and approvals
Shared prompts
- Interview kit from role scorecard
- Evidence-based feedback synthesis
- Calibration summary with open concerns
Shared resources
- Job spec and hiring rubric
- Candidate packets and interview notes
- Leveling guide and process policy
Safety controls
- Sensitive HR access by role
- Bias and consistency checks
- Retention limits for candidate data
Operating Model
Move from rubric to calibrated decision.
Anchor the rubric
Scope role scorecards, interview packets, feedback notes, leveling guides, and process policy to the hiring capsule.
Review consistently
Use shared prompts to create interview kits, synthesize evidence, and prepare calibration summaries.
Protect the people data
Apply sensitive HR access, bias checks, consistency checks, and retention limits for candidate material.
Example Tasks
Turn hiring feedback into consistent review steps.
Prepare interview packet
Recruiter
Compare feedback against rubric
Hiring manager
Check calibration summary
People partner
Talent review packet
A structured review packet that supports fairer hiring and people decisions with controlled access to sensitive material.
- Interview kit and role scorecard
- Evidence-based feedback synthesis
- Calibration summary and open concerns
More Workflows
Keep exploring shared AI use cases.
Make every portfolio decision easier to defend.
Investment, diligence, and decision work.
Open workflow
Ship product changes with everyone in the same context.
Features, migrations, releases, and PRs.
Open workflow
Prepare customer work without copying sensitive context.
Renewals, escalations, and account planning.
Open workflow