Conversation Routing
Conversation routing directs an active customer or user interaction to the most appropriate workflow, AI agent, team, tool, or human based on the conversation's intent and context.
Unlike ticket routing, conversation routing can happen while the interaction is still in progress.
What Is Conversation Routing?
Conversation routing decides where an ongoing interaction should go.
The destination may be:
- A support workflow
- A sales workflow
- A scheduling workflow
- A specialized AI agent
- A human team
- A tool-enabled process
The route can be selected when the conversation begins or changed later as the user's needs evolve.
Why Conversation Routing Is Different
Customer conversations are dynamic.
A user may begin with:
"What does your service cost?"
and later ask:
"Can I book an appointment?"
The first message may belong to an informational or sales workflow.
The second may require scheduling.
A conversation-routing system can recognize the change and move the interaction to the appropriate path.
How Conversation Routing Works
Interpret Intent
The system identifies what the user is trying to accomplish.
Evaluate Context
It considers previous messages and workflow state.
Select a Destination
The request is sent to the appropriate workflow or agent.
Preserve Context
The destination receives the relevant conversation history.
Re-Route if Needed
The system can make another routing decision later.
Initial Routing vs. Continuous Routing
Initial Routing
The route is selected once at the start.
This works well when the conversation is likely to remain within one topic.
Continuous Routing
The system continues evaluating the interaction.
This is useful when customers may move between:
- Questions
- Recommendations
- Support
- Booking
- Escalation
Continuous routing creates more flexibility.
Conversation Routing vs. Agent Routing
Agent Routing focuses on choosing which agent or workflow should handle a task.
Conversation routing focuses specifically on live interactions.
The concepts overlap, but conversation routing emphasizes continuity across messages.
Conversation Routing vs. Ticket Routing
Ticket routing usually occurs after a ticket or case has been created.
Conversation routing occurs during the live interaction.
This can prevent unnecessary ticket creation by moving the conversation to the right workflow before escalation is needed.
Conversation Routing and Context
Conversation Context is central to routing.
Consider:
Customer:
"What time do you close?"
Later:
"Can I still come today?"
The second message depends on the first.
A routing system that only sees the latest message may miss the connection.
Conversation Routing and AI
AI can interpret requests that do not use predefined categories.
For example:
"My card was charged but I don't see the reservation."
The system can infer that the conversation may involve both billing and booking.
The routing layer can then choose the most appropriate workflow.
Conversation Routing and Human Handoff
A human can be one of the routing destinations.
The system may route to a person when:
- The customer asks for one
- The workflow reaches a handoff point
- An exception occurs
- The issue is sensitive
- Automation cannot continue
Benefits of Conversation Routing
Potential benefits include:
- Lower customer effort
- Fewer transfers
- Better specialization
- Faster resolution
- Better use of AI agents
- More natural multi-intent conversations
Risks of Poor Conversation Routing
Poor routing can cause:
- Repeated questions
- Wrong answers
- Lost context
- Workflow loops
- Unnecessary escalation
- Customer frustration
Routing quality therefore affects the entire conversation experience.
Conversation Routing in AskHandle
AskHandle can route conversations through Router and Dispatcher behavior.
Initial routing can direct the conversation to the appropriate path.
Continuous dispatching can evaluate changing intent as the conversation develops.
This allows different nodes or workflows to handle different jobs while preserving a single conversational experience.