International logistics group · Enterprise & Professional Operations
Logistics Group Automates 71% of HR Service Demand
A logistics group deployed a governed HR assistant across regions—answering routine policy questions with citations and routing sensitive cases to specialists.
About the client
An international logistics group with tens of thousands of employees across nine countries, each with distinct employment policies, benefits frameworks, and service teams—unified HR shared services with regional variation.
The challenge
HR teams across nine countries answered the same policy questions daily, each region maintaining its own guidance. Sensitive cases queued behind routine ones, and employees distrusted outdated portal answers. Regional policy divergence made a single global answer dangerous, and HR specialists—scarce in every market—burned hours re-answering questions the organization had already documented.
The engagement
Global AI Nexus built a role-aware assistant on approved sources with regional applicability metadata, so answers respect country, role, and effective date.
Sensitive topics—medical, legal, employee relations—route to qualified specialists with full context attached.
The rollout unified nine countries on one governed content model: each country’s policies kept their owners and applicability rules, while the service experience and quality bar became identical everywhere.
In their words
“Nine countries, nine policy frameworks, one assistant that knows the difference. Our HR specialists finally spend their day on the cases that need a human, and employees trust the answer because it cites the source.”
Group HR Director, International logistics group
The results
- 0171% of routine HR demand now resolves with cited answers.
- 02Specialist case handling time fell 45%.
- 03Nine countries launched on one governed content model.
- 04Interaction analytics now drive the policy content roadmap.
- 05Sensitive cases reach qualified specialists faster than before the automation existed.
GAINX systems deployed
The solution systems behind this outcome.
Start with the business objective