AiOS · Playbooks · HR / People
Standardized GenAI Playbooks for HR
Structured GenAI workflows for the HR moments where judgment, evidence, and governance all have to hold together.
Why HR
Document-heavy work, structured for GenAI
HR teams run judgment-heavy work through briefs, interviews, compensation reviews, policy updates, and audits. These playbooks turn that work into structured steps, prompts, and checks so GenAI can speed the process without weakening governance.
Productivity Enhancement
Drafts, summaries, and rubrics arrive in minutes instead of hours, freeing the cycle for people and judgment.
Quality Improvement
Every workflow starts from source material, then checks the output before it leaves the process.
Risk Mitigation
Sensitive HR context is controlled before it reaches a model or moves into a final artifact.
GenAI impact
Faster cycles, measurable savings
Averages across 18 HR workflows, each estimated per single execution cycle.
- ~190hrs
- Manual baseline
- ~100hrs
- Hours saved per cycle
- 50%
- Faster on average
The HR Playbooks
18 workflows across four process areas. Each card opens a complete playbook with process steps, prompts, sample artifacts, and verification gates.
Attract & Hire
Role definition, sourcing, interviews, screening, and offer readiness.
Job Description Builder
Sourcing Outreach / Employer Brand Copy
Screening & Candidate Shortlisting
Interview Prep (Questions & Guides)
Interview Debrief & Consolidation
Offer Email & Negotiation Talking Points
Operate & Support
Background checks, onboarding, employee relations, and policy upkeep.
Develop & Grow
Performance, learning, promotions, succession, and offboarding capture.
Reward & Govern
Compensation cycles, engagement insights, and fairness review.