Classifies inbound tickets, identifies request patterns, routes exceptions with full context.
Activation complexity
Low
Time to activate
5-10 days
Volume share
100% of tickets pass through triage
Impact range
92-97%
Inherited pricing
€0.30 – €0.90 per ticket handled
This capability inherits the Support Agent's pricing model. The role's launch fee + monthly retainer + role-level usage cover every capability under the role. Adding this capability to an active deployment does not change the price.
What this capability handles
Ticket Triage & Routing is the foundational capability of the Support Agent. It reads every inbound ticket, applies the approved category taxonomy, checks customer context, and decides whether to resolve directly, ask a clarifying question, or route to a human with reasoning attached. It runs inside your existing help desk — no new tool for the team to learn.
Workflow summary
Parses ticket content, applies category taxonomy, checks customer context, decides resolve-or-route, and delivers context-rich routing to humans when needed.
Stages
Decision logic
Uses issue classification, approved business rules, and customer context to pick the safest action.
Systems and data
{"help desk",CRM,"knowledge base"}
{"ticket content","customer tier","category taxonomy","account state"}
Exceptions & human handoff
Low-confidence classifications and policy-sensitive categories route to humans with classification reasoning attached.
On low confidence, policy-sensitive category, VIP customer, or unrecognized pattern.
Readiness
Defined category taxonomy, clean ticket history for training, named escalation owners.
Owner on client side · Support Ops Lead
Impact contribution
30-50% of the role's total deflection typically flows through the triage capability because it sets the routing quality for everything downstream.
Primary KPI · Correct-route rate · 92-97%
When this capability shows up
Patterns where ticket triage & routing is part of the launch set, with volume and pricing anchored to each company profile.
40-person SaaS, steady support volume
SaaS · 40-80
2,000 / mo
A 40-person SaaS company with 2,000 monthly tickets usually runs with one senior support lead plus one junior handling queue volume. Around 60% of that volume is repetitive: plan questions, password resets, onboarding walkthroughs, basic integration help. The team already has a decent knowledge base, but it is scattered and nobody has time to reshape it.
Support Agent activates the three capabilities that match this company's repetitive core — triage, FAQ resolution, and billing questions — operating inside the existing help desk. Routing preserves team ownership of the 15% of tickets that still need judgement. Knowledge gaps surface automatically so the team finally gets to reshape the KB.
Expected outcomes at this volume: 35-45% of tickets handled without human touch, first response under 2 minutes on the automated paths, queue load on the two humans roughly halved. Sentiment and CSAT hold because the escalation path stays clean and context-rich.
Monthly cost
€600–€1.8k
vs human anchor
€4.5k–€12k
Savings
0–3%
Mid-market eCommerce, peak seasonality
eCommerce · 80-200
8,000 / mo
A mid-market commerce brand with 8,000 monthly tickets typically runs 5-7 agents. Repetitive order-status, shipping, and refund inquiries dominate, especially through peak periods where volume can double in two weeks. Temporary agent hiring is slow and rarely matches quality.
Support Agent activates four capabilities — triage, order status, refunds, FAQ — all tied to real order and carrier data. During peaks, the agent absorbs the volume spike without the lead time of hiring seasonal staff. Complex refund disputes and fraud-flagged cases still route to humans with full context.
Expected outcomes at this volume: 40-55% deflection on the repetitive core, peak-period backlog held flat rather than growing, existing humans reallocated to high-value cases, SLA compliance protected. Payback measured in weeks once peak hits.
Monthly cost
€2.4k–€7.2k
vs human anchor
€19k–€48k
Savings
0–2%
Marketplace at scale, multilingual
Marketplaces · 200-500
20,000 / mo
A 300-person marketplace serving multiple EU languages handles 20,000 monthly tickets across 5-7 queues, with escalation obligations to operators on both sides of the marketplace. Language distribution creates staffing inefficiency: either the team over-hires to cover less-common languages or response quality suffers outside peak hours.
Support Agent runs full multilingual coverage, triage, and escalation routing. Routing respects the dual-sided operator obligations. Human team focus shifts to operator relationships and complex adjudication while sub-minute response is maintained across 30+ languages.
Expected outcomes at this volume: 30-50% deflection across languages, 24/7 response coverage without night-shift staffing, consistent quality across languages tracked per language so drift never goes silent. Senior team focus returns to complex adjudication.
Monthly cost
€6.0k–€18k
vs human anchor
€47k–€121k
Savings
0–2%
Subscription fintech with policy-heavy billing queue
Fintech · 120-300
5,000 / mo
A 200-person B2C subscription fintech handles 5,000 monthly tickets, 55% of which hinge on billing, plan changes, and dunning disputes. The team has two senior agents fielding policy-sensitive tickets and a rotating junior tier that struggles with tone on refund pushback.
Support Agent activates triage, billing-questions, and escalation-routing. Billing and plan queries resolve against the approved knowledge and ledger context; policy-sensitive and dunning-dispute cases escalate to humans with annotated reasoning and customer tier attached.
Expected outcomes at this volume: 35-50% deflection on the billing core, first response inside 2 minutes on automated paths, cleaner escalations on dispute tickets, senior-agent hours freed for policy work and quality review.
Monthly cost
€1.5k–€4.5k
vs human anchor
€12k–€30k
Savings
0–3%
All scenarios and cost ranges come from the Support Agent role page.
Capability-specific integrations
Beyond the Support Agent's base stack, this capability plugs into:
The chat opens with Support Agent and Ticket Triage & Routing pre-selected. You can add other capabilities during the conversation.