Triage
Definition
Triage in support operations — borrowed from medical practice — is the systematic process of assessing and categorizing incoming support requests to ensure the most urgent and impactful issues receive the fastest attention. A triaged ticket is assigned: a priority level (critical, high, medium, low), an issue category (billing, technical, account management, etc.), a routing destination (tier 1 agent, technical specialist, AI chatbot, escalation team), and an initial action (immediate agent assignment, queue entry, automated response). Effective triage prevents both over-response (treating minor issues as emergencies) and under-response (failing to prioritize genuine crises).
Why It Matters
Triage prevents the chaos of 'first come, first served' queue management, where a critical outage affecting 1,000 customers could sit behind routine account questions for hours. By systematically assessing urgency and impact, triage ensures the most important issues receive attention proportional to their stakes. For AI-powered support, triage automation is particularly valuable: AI triage classifies ticket category and priority instantly for every incoming contact, applying consistent criteria that human triage might apply inconsistently across agents and shifts. This enables 24/7 triage without human staffing and ensures no high-priority issue is missed during off-hours.
How It Works
Triage is implemented through a combination of automated rules and human review. Automated triage: keyword detection (words like 'urgent', 'down', 'cannot access' trigger high priority), customer tier (enterprise customers auto-assigned higher priority), contact channel (phone contacts may auto-receive higher priority than email), and ML classification (AI model classifies intent and priority based on full message content). Human triage review: a designated triage agent or supervisor reviews the AI classification for ambiguous cases, override errors, and emerging patterns that the automated rules do not yet handle.
Triage — Decision Matrix
Quick Win
Resolve now
Agent handles immediately — standard fix available
Route: Tier 1 — resolve in session
Escalate Immediately
Tier 2 / 3
Complex urgent issue — needs specialist, clock is running
Route: Escalate to Tier 2+ now
Batch Process
Queue for next slot
Common, simple — handle in volume with macros
Route: Macro or self-service deflect
Schedule Specialist
Book appointment
Deep investigation needed, not time-critical
Route: Schedule specialist callback
Real-World Example
A 99helpers customer implements automated triage that classifies incoming tickets by priority using a combination of keyword detection and an ML intent classifier. Tickets containing 'data loss', 'cannot log in', 'production down', or similar critical keywords are automatically flagged as P1 and generate an immediate alert to the on-call engineer. This prevents P1 issues from sitting unaddressed in the general queue. Time-to-first-response for critical issues drops from 45 minutes (when triage was manual) to 4 minutes (automated P1 detection).
Common Mistakes
- ✕Over-classifying — if too many tickets are labeled high priority, the priority system loses meaning and actual crises do not stand out
- ✕Using triage criteria that do not reflect actual business impact — priority should be determined by the impact on the customer and business, not just the tone of the customer's message
- ✕Not reviewing triage accuracy — automated triage models require regular review and retraining as customer language and issue types evolve
Related Terms
Ticket Routing
Ticket routing is the process of automatically or manually directing incoming support tickets to the most appropriate agent, team, or queue based on rules such as issue type, customer tier, language, or agent expertise.
Support Queue
A support queue is an ordered list of customer tickets or contacts awaiting agent attention, managed by priority, arrival time, and routing rules to ensure efficient and fair handling of customer requests.
Ticket Escalation
Ticket escalation is the process of transferring a support issue to a higher-tier agent, specialist, or team when the current handler lacks the authority, expertise, or tools to resolve it.
Support Tiers
Support tiers are distinct levels of customer support organized by complexity and expertise, from tier 1 (front-line agents handling common issues) through higher tiers (specialists and engineers), enabling efficient routing and escalation.
Service Level Agreement
A Service Level Agreement (SLA) is a commitment between a support team and its customers (or internal stakeholders) that defines expected response times, resolution times, and other measurable service standards.
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