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AI Adoption · Enterprise Systems · Digital Products · Employee AI Agent

AI Onboarding Companion

Help employees understand the organisation faster through a trusted internal AI companion

  • StaffAudience
  • PoliciesContent
  • RAGModel

Background

New employees often depend on scattered documents, colleagues, HR teams, and informal memory to understand how a company works. Policies, processes, approvals, roles, and org charts are usually available, but not easy to navigate.

The client needed an internal AI companion that could turn organisational knowledge into clear answers while respecting source control, ownership, and boundaries.

The task

Design an onboarding AI agent that answers questions about policies, processes, departments, roles, organisation structure, and internal ways of working.

The solution

A governed knowledge base was built from company policies, process documents, HR material, department information, and organisation-structure references.

The agent was designed to answer with source-grounded responses, guide employees to the right owner or process, and avoid making unsupported claims when the knowledge base was incomplete.

A content-maintenance workflow was defined so HR, operations, and department owners could keep the agent aligned with current policies and organisational changes.

Building an internal onboarding agent

Structure organisational knowledge, design employee intents, and govern the agent so answers stay current and trusted.

  1. 01

    Collect knowledge

    Inventory policies, processes, org charts, department guides, and ownership references.

  2. 02

    Design answers

    Create retrieval patterns, answer rules, source handling, and escalation paths.

  3. 03

    Govern content

    Set ownership, update routines, and controls for keeping onboarding knowledge current.

Project details

Client
Confidential
Date
Undisclosed
Disclosure
Confidential summary
AI Onboarding Companion — image 1AI Onboarding Companion — image 2AI Onboarding Companion — image 3
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Suhayeb Jaabo

Digital Transformation Expert & Advisor.

Twenty-five years building the systems that move governments and enterprises across the GCC.

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