Case Studies > AI & Automation

AI & AUTOMATION

Automating Customer Triage with AI

We built a custom AI pipeline that sorts, prioritizes and routes inbound customer requests, so a growing support team could respond faster with less manual work.

Manual Triage Time
- 0 %
Routing Accuracy
% 0
First Response Time
- 0 %

Client: B2B Software Compan

SaaS & Customer Support

Duration: 4 Months

AI Pipelines ·

The Challenge

Too many requests, too little time

The support team was handling a growing number of inbound requests by hand. Every ticket had to be read, labeled and assigned by a person, so urgent issues waited in the same queue as simple questions, and response times kept slipping.

Low organic traffiaTickets sorted and assigned by hand

Urgent issues buried in the queue

Slow first response times

Team time lost on repetitive work

Our Approach

A practical plan to automate triage without losing the human touch.

01

Workflow Audit

Mapped how tickets arrived, who handled them and where time was lost.

02

AI Pipeline Design

Built a model to read, categorize and rank each request by urgency.

03

Integration

Connected the pipeline to the helpdesk, so tickets route to the right team.

04

Test & Improve

Reviewed edge cases with the team and tuned the model for accuracy.

Before

After

The Result

Faster replies. Smarter routing. Less manual work.

With an AI pipeline sorting and routing every request, the team spent less time on triage and more time solving problems, and customers heard back sooner.

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