Containment of common HR questions — 94% containment — After 94 percent
2025
Back to TrackerHow we verify evidence Company source
IBM
Global Technology & software services
AskHR HR-operations automation
Automation Task Substitution
Measured outcomes Evidence code E4Scaled use
What changed
What changed
Common HR inquiries and transactions are automated at scale through AskHR.
Key results
Key results
HR support tickets — Reduced by 75% since 2016
2016-2025
HR operating costs — Reduced by 40% over four years
four years
How the organization responded
How the organization responded
Organizational response: Operating Model Redesign
Why it matters
AIGW analysis
Human HR capacity can shift toward exceptions and higher-value work, but the source does not directly evidence a capability shift. Shows scaled HR operating-model redesign with quantified service and cost effects.
Human role / decision rights
Human role and decision rights
Human support is retained where needed, but transaction-level decision-right boundaries are Not Yet Evidenced.
Source
Source & evidence
IBM
IBM AskHR
IBM reports scaled automation of HR inquiries and transactions through AskHR, with containment, ticket, cost and productivity outcomes.