Customer support automation
Stop paying humans to answer the same questions every day
TicketResolve AI reads your knowledge base, learns from your resolved tickets, and handles 80% of Level 1 support automatically — in 12 seconds, not 4 hours.
80%
of tickets resolved automatically
12s
average resolution time
60%
reduction in support costs
The real cost of manual support
Your team is spending 70% of their time on tickets that don't need them
Password resets. Billing questions. How-to requests. Status checks. These tickets are predictable, repetitive, and fully resolvable from your existing documentation — yet they consume the majority of your support team's day. Every hour spent on Level 1 tickets is an hour not spent on complex issues, retention conversations, and the work that actually requires human judgment.
4.2h
Average first response time for manual support queues
Industry benchmark, Zendesk CX Trends 2024
68%
Of support tickets are repeat questions already answered in your docs
Based on typical L1 ticket composition
3×
More expensive to hire an agent than to automate the same ticket volume
Fully-loaded cost comparison
How it works
AI that resolves tickets, not just deflects them
Most automation tools send customers to a FAQ page and call it deflection. TicketResolve AI reads the ticket, finds the right answer, and sends a complete resolution — automatically.
Ticket arrives
A customer submits a support ticket via your existing helpdesk — Zendesk, Freshdesk, Intercom, or email. No change to your workflow.
AI reads and classifies
TicketResolve AI reads the ticket, identifies the intent, and classifies it by type, urgency, and resolvability — in under 2 seconds.
Sources are searched
The AI searches your knowledge base, resolved ticket history, and any approved external sources simultaneously to find the most accurate answer.
Confidence is scored
Every potential response is assigned a confidence score. Only responses above your defined threshold are sent automatically. Below threshold, the ticket routes to a human agent.
Resolution is sent
A complete, accurate response is sent to the customer in your brand voice. The ticket is marked resolved. The whole process takes 12 seconds.
New — Release Feed
Stop sending stale answers to known bugs.
TR-AI now ingests your changelogs, status pages, Jira, and Linear as a live fourth retrieval source. When a ticket matches an open known issue, the engine auto-drafts an incident status reply for admin approval — rather than sending a stale KB answer. Resolved issues stay citable as evidence that a fix has shipped.
- Connects to RSS/Atom changelogs, Atlassian Statuspage, Jira, and Linear
- Items under 7 days old score 1.3× higher in retrieval — always surfaces the freshest context
- Open known issues trigger an admin-approvable draft, not an auto-send
- Retracted items are excluded; resolved items remain citable
Business outcomes
What customer support automation actually delivers
Lower support costs
Automate the majority of your ticket volume without adding headcount. Support teams using TicketResolve AI typically reduce per-ticket cost by 60% within 90 days.
Faster response times
Customers get answers in 12 seconds instead of waiting hours for an agent. Faster responses directly improve CSAT scores and reduce ticket escalations.
Agents focused on complex work
When AI handles the repetitive queue, your agents spend their time on retention conversations, complex technical issues, and high-value customer interactions.
Scale without hiring
Handle 3× the ticket volume with the same team size. Seasonal spikes, product launches, and growth no longer require emergency hiring.
Consistent, accurate responses
Every automated response is sourced from your approved documentation. No hallucinations, no off-brand language, no agent-to-agent inconsistency.
Full audit trail
Every automated action is logged with source used, confidence score, and timestamp. Full traceability for compliance, QA, and continuous improvement.
Automation vs deflection
There's a difference between deflecting tickets and resolving them
Deflection tools — chatbots, FAQ widgets, knowledge base links — reduce ticket volume by sending customers to find their own answers. Resolution automation actually answers the question. TicketResolve AI is built for resolution: the AI reads the ticket, finds the answer, and sends a complete response. Customers don't have to search. Tickets don't pile up. CSAT improves instead of suffering.
Use cases
What customer support automation handles best
Account and access
- Password resets
- Account unlock requests
- Login troubleshooting
- Two-factor authentication issues
Billing and payments
- Invoice requests
- Payment failure explanations
- Subscription change queries
- Refund policy questions
Product how-to
- Feature usage questions
- Setup and onboarding steps
- Integration configuration
- API usage guidance
Status and updates
- Order status checks
- Delivery tracking
- Service status queries
- Incident update requests
Human escalation
Automation with a hard floor — humans always available
TicketResolve AI never guesses. Every ticket that falls below your confidence threshold, involves a sensitive topic, or matches a category you've flagged for human review is routed immediately to an agent — with full context attached. You define the rules. The AI follows them.
Always routes to a human when:
- Low confidence score
- Billing disputes and refund requests
- Legal or compliance mentions
- Angry or distressed language detected
- VIP or enterprise customer flag
- Custom keyword or category rules
Frequently asked questions
See customer support automation in action
Book a 20-minute demo. We'll show you exactly how TicketResolve AI would handle your ticket types — using your documentation.