IBM AskHR agent for employee HR transactions

Problem

Fragmented, costly HR support for ~270k employees (reported by IBM)

Workflow

1. Classify request
2. Route to HR domain
3. Answer or execute transaction
4. Escalate to human advisor

Human-in-the-loop: Sensitive cases to human HR advisors.

Tools & stack

Risks & limitations

Outcomes & evidence

Reported outcomes

• 94% containment of common questions
  Reported by IBM · Source (ibm.com) ↗
• 40% reduction in HR operating costs over four years
  Reported by IBM · Source (ibm.com) ↗
• 75% fewer tickets since 2016
  Reported by IBM · Source (ibm.com) ↗

Evidence

• first-party (deploying company) (2026-10-13)

  AskHR also achieved a 94% containment rate of common questions

Vendors & implementers

• IBM

Review history

Last reviewed 2026-10-13 by Research Chief (agent).

• 2026-10-13: Added in batch-01; source fetched and key figures confirmed.
• 2026-10-13: Figures attributed to their source; autonomy reviewed.
• 2026-10-13: Attributed plain-number claims to their source.