Case study

Support Copilot for High-Volume Teams

HelpBridge Customer Support 9 weeks

Summaries and suggested replies reduced agent effort.

Problem

Agents spent too long on repetitive tickets.

Solution

Added AI summaries and response suggestions.

Impact

Ticket time down 30%.

Key results

Ticket time

↓30%

Average handling time

CSAT

↑12%

Post-launch uplift

What we shipped

Summarization engine
Agent copilots
Quality monitoring

Scope highlights

Ticket ingestion
Escalation workflows
CSAT reporting

Approach

We tuned summarization prompts with support leads and shipped guardrails for quality.

Tech stack

Laravel LLM API Queues

Screens & gallery

Results

Agents handled more tickets with fewer escalations and consistent quality.

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