← Customer support

Solution · Customer support

Every ticket analyzed. Patterns surfaced.

Hundreds of tickets a month and no view of the patterns. We analyze every ticket with PII redaction and deliver stakeholder-ready insights.

Customer support · department
Support data analysisEvery ticket analyzed

Delivers

  • Analysis in minutes, not weeks
  • Every ticket covered
  • Automatic PII redaction

Where it breaks

You're sampling when you should be scanning everything

Manual analysis covers a sample. Patterns hide in the tickets nobody reads. Root causes go undiagnosed for months.

The fix

We analyze every ticket, redact PII, and surface the patterns that matter.

Support data analysis · Before / after3 changes
  1. Analysis time: Weeks of manual reviewMinutes
  2. Coverage: Sample-basedEvery ticket
  3. PII compliance: Manual redactionAutomated protection

What we build

An agent is a stack.

2 capabilities working as one, built in your customer support stack.

Support data analysis · capabilities2 parts
Full-coverage ticket analysisProcess every ticket, not just a sample. Keyword categorization and pattern detection at scale.
  • Every ticket covered
  • Keyword-based categorization
  • Distribution validation
  • Impact estimation
PII redaction and complianceAutomatic PII redaction before analysis. Compliance-ready from the start.
  • Automatic PII redaction
  • Compliance-ready processing
  • Stakeholder-ready reports
  • Root cause identification

How it works

Export. Analyze. Act.

  1. Step 01Export your ticketsTicket data from Freshdesk or your ticketing system.
  2. Step 02AI analyzes everythingFull coverage with PII redaction. Patterns identified, root causes surfaced.
  3. Step 03Act on insightsStakeholder-ready findings with impact estimates and recommended actions.

Under the hood

Plugs into your stack.

Support data analysis works inside the tools your team already uses, on infrastructure you own.

Support data analysis · Integrations3 connected
  • Programming Languages (Python, Node.js, or custom)
  • Support Platform (Freshdesk, Zendesk, or your system)
  • Runtime & Orchestration (Trinity by Ability AI)

Questions

Before you ask.

How does PII redaction work?

Automatic detection and redaction of names, emails, phone numbers, addresses, and credit card info before analysis. Compliance-ready from day one.

What insights does it provide?

Pattern detection (common issues, categories, trends), root cause identification, impact estimation, and stakeholder-ready recommendations for action.

What results should we expect?

A full analysis on demand instead of a quarterly project, so root causes are found while they can still be fixed.

What ticketing systems work?

Freshdesk, Zendesk, Intercom, and most ticketing systems that can export ticket data via API or CSV.

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.

Next step

Want this in your company?

Start hereBring one workflowA 30-minute working call. We’ll map your customer support workflow to an agent stack and tell you honestly whether it’s worth building.
The departmentCustomer support in TrinityEvery solution, agent and question for this department, in one place.