Inputs
Tickets, inboxes, forms
Customer messages, internal asks, and chats.
Solutions
AI support triage automation for inboxes, tickets, and repeated requests
Move requests out of unmanaged queues with routing, drafts, and escalation controls.
Best fit
For teams sorting every request by hand
Speed up the first pass without hiding uncertainty.
Outputs
Labels, routing, drafts
Suggested owners, replies, and escalation notes.
Metrics
Faster first pass
Track triage time, edits, and exceptions.
Workflow examples
The support steps AI can assist
Start with triage, summaries, routing, and drafts.
Classify
Intent and urgency labels
Identify what the customer needs.
Intent
Urgency
Product area
Summarize
Thread summaries
Give agents the context before they dig.
Threads
Accounts
Known issues
Draft
Grounded reply drafts
Draft from approved knowledge for review.
Replies
Sources
Tone
Escalate
Risk detection
Flag sensitive, risky, or low-confidence cases.
Risk
Policy
Confidence
Engagement path
Start with request taxonomy and review rules
Define categories and boundaries before routing or drafting.
Typical outcome
A triage flow that reduces queue drag and exposes exceptions.
01
Map request types
Review volume, categories, routing, and delays.
02
Define boundaries
Set source, draft, and escalation rules.
03
Build triage flows
Connect support tools, knowledge, and CRM context.
04
Measure misses
Track edits, reroutes, and weak categories.
Deliverables
What the engagement can include
Start with one queue or request class.
Request taxonomy
Triage workflow map
Classification and routing rules
Response draft design
Quality loop
FAQ
Common support questions
Does this replace support agents?
No. It removes first-pass sorting, summarization, and repetitive drafting.
Can it answer customers directly?
Sometimes, but most teams start with reviewed drafts.
Related paths
Where support automation connects
Support triage often needs knowledge, CRM context, and reliability.
Parent Service
Workflow Automation
Map, redesign, integrate, and harden business workflows.
View serviceCapability
Knowledge Systems & RAG
Design retrieval, ingestion, permissions, and answer quality.
Map knowledgeProduction
AI Evals & Reliability
Add measurement, observability, fallbacks, and quality controls.
Review systemSupport FlowTriage discovery
Review your support flow
Describe the queue and first-pass work slowing the team down.