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Department · Customer support

A support department that sees trouble coming

For a services firm, support is client retention: the session that went badly, the inbox no one owns, the account that goes quiet before it leaves. This department scores client health from your calls and sessions, triages and routes tickets, answers routine questions, and sends leadership a weekly digest. Hard cases reach a person with the full context.

Trinity · department
Customer support5 solutions · 1 agent

Delivers

  • Client health scoring
  • Ticket triage and routing
  • Weekly leadership digest
  • First-contact resolution from 35% to 55% for an EV charging client

What changesAt-risk clients flagged early

Where it breaks

You find out a client is unhappy when they leave

Session notes and tickets hold the warning signs, but nobody has time to read them all. The team answers the same questions every day, and leadership gets a report only when someone finds a free afternoon.

The fix

We read every interaction, flag risk early and handle the routine. Your team spends its time on the clients who need a person.

Customer support · What changes4 changes
  • At-risk clients flagged before they decide to leave
  • Every ticket categorized and routed
  • Routine questions answered, hard ones escalated with context
  • CSAT from 50% to 70% for an EV charging client

What we build

An agent is a stack.

What a customer support department in Trinity can do, built around how your team already works.

Customer support · capabilities4 parts
Catch at-risk clients earlyClient health scored from session transcripts and interactions, with alerts when an account trends the wrong way.
  • Transcript and interaction analysis
  • Health trends tracked over time
  • Risk flags with verbatim evidence
  • Slack alerts for high-priority risks
Ticket triage that actually worksEvery ticket categorized against your rules and routed to the right team.
  • Your categories and routing rules
  • Program-specific rules
  • Multi-channel intake
  • Prevents duplicate handling
Weekly digests, written for youEvery ticket summarized into a weekly report for leadership: volumes, categories, trends and what needs attention.
  • Every ticket covered, not a sample
  • Breakdowns by group and issue type
  • Trends and recommended actions
  • Delivered to Slack on schedule
Routine answered, hard cases escalatedCommon questions resolved, drafts prepared for agents, complex cases routed with full context.
  • Resolution for common issues
  • Draft replies for agent review
  • Escalation with context preserved
  • PII redaction for analysis

How it works

From day one to running.

  1. Step 01Connect your helpdeskFreshdesk, Zendesk, Intercom, your session recordings and Slack - connected to the department in Trinity.
  2. Step 02The department handles the routineTickets categorized, risk flagged, routine questions answered, digests compiled.
  3. Step 03Your team handles the restAt-risk clients and complex issues arrive with context. Every action is on the record.

Who it's for

Teams that get the most out of it.

  1. 01Coaching and client-services firmsSession transcripts and check-ins that hold the early signs of a client about to leave.
  2. 02Agencies and staffing firmsClient and candidate inboxes with no single owner, where a slow answer costs the relationship.
  3. 03Product and subscription businessesHigh ticket volume and multiple programs, where triage and routine answers decide response times.

Questions

Before you ask.

How accurate is ticket categorization?

It is configured to your categories and tested against your real tickets before go-live. Every correction your team makes is kept, so the next run follows it.

How does churn detection work?

The department reads session transcripts and interactions, scores client health against criteria you set, and alerts your team when an account trends toward risk, with the evidence quoted.

What results have clients seen?

For an EV charging client, first response went from about one business day to 7 minutes, first-contact resolution from 35% to 55%, and CSAT from 50% to 70%. Your results depend on your volume and processes.

Does it work with our ticketing system?

Yes. We integrate with Freshdesk, Zendesk, Intercom, Gorgias and most ticketing systems via API.

How fast can we see results?

Weekly digests usually run within a few weeks. Triage, client health and routine answers are added in phases.

Do we own the system?

Yes. It runs in Trinity on infrastructure you own, and the knowledge it builds stays with your company. Trinity is open source under Apache 2.0, so there is no vendor lock-in.

Next step

Start your customer support department.

Start hereBring one workflowA 30-minute working call. We’ll map one customer support workflow to an agent stack and tell you honestly whether it’s worth building.
In productionSee agents at work in real companiesWhat we built inside our clients’ operations, and what changed for them.