Introduction
Multi-agent orchestration coordinates multiple specialized AI agents to complete complex, multi-step tasks within a single conversation.
Instead of relying on a single assistant, the system uses:
- A primary (orchestrator) agent that interprets the employee's request and coordinates activity.
- Multiple specialist (collaborator) agents that perform specific tasks.
- Connected tools and systems, such as HR platforms, workflows, and knowledge sources.
This approach provides a unified experience. The employee submits a single request, and the system completes the required actions.
How multi-agent orchestration works
When an employee submits a request, the system processes it in several stages.
1. Understand the request
The primary agent interprets the employee's intent and determines the required actions.
2. Break down the task
The system divides the request into logical steps. These steps can include:
- Updating data
- Checking policies or eligibility rules
- Triggering workflows or approvals
3. Delegate tasks to specialist agents
The orchestrator assigns each step to the appropriate specialist agent.
Each specialist agent focuses on a specific capability or domain.
4. Carry out tasks
Specialist agents perform the required actions. Depending on the request, they can:
- Retrieve information from knowledge sources
- Call APIs or connected services
- Trigger workflows or processes
- Update records in connected systems
- Validate inputs or enforce business rules
5. Collect results
The orchestrator gathers the results from each specialist agent.
6. Deliver the response
The orchestrator combines the results into a single response.
The employee receives one answer or confirmation, even if multiple systems are involved.
Example scenario
Employee request
"I'm moving to Manchester next month. Can you update my address and tell me if this affects my tax?"
System actions
The system performs the following steps:
- The primary agent identifies two tasks:
- Update the employee's address
- Evaluate potential tax implications
- A systems agent updates the HR record.
- A payroll agent evaluates tax implications.
- A knowledge agent retrieves relocation guidance.
- The orchestrator combines the results into a single response.
Employee experience
The system updates the address and explains any tax impact within the same conversation.
Benefits
For employees
- Faster resolution of complex requests
- One conversation instead of multiple support tickets
- Reduced need to navigate multiple systems
For HR teams
- Reduced manual administrative work
- Automated handling of routine multi-step processes
- Consistent and controlled process execution
- Improved service efficiency