Customer case study · AI Agents
Intloop Knowledgebase AI
Trusted answers from the documents your teams already use.
Customer Intloop Co., Ltd.

The problem
Intloop supports approximately 50,000 employees placed across client companies. Its HR and sales teams spent significant time answering repetitive questions about employment policies, employee rights, leave applications, internal procedures, and reporting processes. Employees often struggled to find the correct forms or understand how to submit leave requests, report issues, or access company policies — especially when working at client locations.
The solution
Ayonix implemented a secure RAG-based AI assistant that provides accurate, source-grounded answers from Intloop’s approved HR, sales, and operational documents.
- Creates a centralized knowledge base from HR policies, employee-rights guidance, sales policies, manuals, FAQs, and application forms.
- Lets employees ask questions in natural language through web and mobile chat.
- Returns answers with source references, document names, and relevant policy sections.
- Guides employees directly to the correct leave, issue-reporting, and internal application forms.
- Supports role-based access so employees, HR teams, managers, and sales teams see only authorized information.
- Reduces repetitive HR and sales inquiries by handling common questions automatically, with escalation to a human team when required.
- Provides analytics on common questions, missing documentation, unresolved requests, and knowledge-base improvement opportunities.
What we brought
- Private knowledgebase
- Source citations
- Access controls
- Department workflows
How we solved it
- Ingest
- Index
- Retrieve
- Cite
- Review
Outcome
- Reduced HR and sales-team workload from repetitive employee inquiries.
- Faster, 24/7 access to reliable information for 50,000 employees.
- Easier access to leave applications, issue-reporting forms, and internal procedures.
- More consistent answers on employee rights, company policies, and sales rules.
- Improved employee experience for staff working across client companies.
- Actionable insight into recurring employee issues and policy-information gaps.
Technology: AI Agents
What a grounded answer looks like
- Question
- How many days of paid holiday do employees receive each year?
- Answer
- Annual paid leave entitlement is 20 days, subject to the employee handbook.
- Source
- Employee Handbook 2026 — Leave Policy — Page 14
Answers should be reviewed against the cited source.
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