Customers

Teams that stopped triaging by hand.

What changes when AI takes the first pass on every ticket.

What the research says about AI triage

$0.62
avg AI resolution vs $7.40 human-handled
McKinsey, 2026
Up to 45%
lift in deflection when AI resolves rather than retrieves
McKinsey, 2026
55%
faster first response with AI triage
Freshworks, 2025

Benchmark figures from the cited studies, describing the category — not FlowTux customer results.

How teams use FlowTux

Illustrative scenarios

Support, IT and engineering teams all raise issues the same way — in whatever tool they already have open. FlowTux takes the first pass on every one of them.

FlowTux is early. There are no customer testimonials on this page and none are invented — the cards below describe how each team type uses the product.

An open-plan office with people working at their desks

SaaS platform · ~45 engineers

On-call opens a queue that has already been triaged: duplicates collapsed, priority set from impact, and the likely files from the connected repo attached to each ticket.

The first pass on every ticket happens before a human opens it.

E-commerce · high-volume support

A traffic spike produces the same issue hundreds of times. Semantic deduplication folds it into one ticket, and the routine categories you allow-list close themselves.

One incident instead of a page of near-identical tickets.

Fintech · regulated operations

AI takes the first pass; sensitive categories are excluded from automatic action. Every automated step is logged against a named target with its result.

An audit trail per ticket, with humans owning the sensitive calls.

Composed scenarios by team type. What you see depends on volume, the channels you connect, and the categories you allow-list.

Try it before you talk to anyone

Fourteen days, no card, no sales call. Connect one channel, watch what the queue looks like when triage has already happened, and decide from there.

Photography is illustrative — not FlowTux customers or staff.

Three people working side by side at a row of desks