Where it breaks today
Tickets need correct categorization before processing. Manual triage is slow, rules vary by program, and mistakes cascade downstream. Wrong category. Wrong queue. Wrong priority.
The fix
We categorize every ticket against your program-specific rules in seconds.
What we build
An agent is a stack.
Multi-program categorization
Different rules for different programs. AI applies the right rules to the right tickets automatically.
- Program-specific categorization rules
- Content and metadata analysis
- High-accuracy classification
- Automatic queue routing
How it works
Receive. Categorize. Route.
Ticket arrives
New ticket hits your Freshdesk via any channel.
AI categorizes
Content analyzed, program rules applied, category assigned in seconds.
Routed to the right queue
Ticket lands with the right team, with the right priority.
What it delivers
Outcomes, in weeks.
Before → After
Categorization: Manual, slow
Seconds, high accuracy
Before → After
Routing errors: Frequent rework
Right queue, first time
Before → After
Agent time: 30-45 sec/ticket
Eliminated
No lock-in
Built in your stack.
Live in 2 weeks per program. You own the system — sovereign, no vendor lock-in.
- Support Platform (Freshdesk, Zendesk, or your system)
- Version Control (GitHub, GitLab, Bitbucket, etc.)
- Spreadsheet/Database (Google Sheets, Airtable, or your tool)
- Runtime & Orchestration (Trinity by Ability AI)
Questions
Questions about ticket triage
How accurate is the categorization?
High accuracy with program-specific rules. The AI learns your categorization patterns and applies them consistently across all tickets.
Can it handle multiple programs?
Yes. Different rules for different programs (e.g., Program A vs. Program B). Each program gets its own categorization logic.
What results should we expect?
Support teams typically save 30-45 seconds per ticket. For 500 tickets/month, that's 250-375 hours/year saved ($5K-$10K at agent rates).
How long does implementation take?
2 weeks per program. Week 1: Rules mapping and configuration. Week 2: Testing and deployment.
Do we own the system?
Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.
Start here
Bring one workflow.
A 30-minute working call. We’ll map this workflow to an agent stack and tell you honestly whether it’s worth building.
Triage & categorization
Seconds per ticket
Auto-categorize tickets in seconds with program-specific rules and intelligent routing.