Case Studies

What this looks like in a real business.

No hypotheticals. These are real deployments in real operations with measurable outcomes.

Workflow Automation Operations Intelligence

Maintenance Services Company

WA-based · 120+ employees · Facilities maintenance

The Problem

Incoming maintenance requests arrived by email, phone, and customer portal. Staff manually classified every job, checked SLA deadlines, assigned priorities, and entered everything into the operations system.

The team couldn't keep up. Urgent jobs were getting lost in the queue. SLA breaches were increasing. Management had no visibility until something went wrong.

Hiring more admin staff wasn't the answer — the process itself was the problem.

What We Built

An AI agent workflow that sits between the incoming request channels and the operations system:

Monitors all incoming channels — email, portal, phone transcripts — and captures every request automatically
Classifies each job by type, urgency, and required trade, using the company's own categorisation rules
Checks SLA deadlines against the client contract and flags risks before they breach
Identifies scope for additional work based on request details and site history
Populates the operations system with structured data, ready for the coordinator to review and dispatch
Results
~50%
reduction in admin workload

Coordinators spend their time dispatching and managing — not data entry.

Real-time
visibility for management

Ops dashboard updates automatically. No more compiling spreadsheets.

Immediate
surfacing of urgent jobs

SLA-critical requests flagged the moment they arrive.

What Actually Changed

The agents didn't replace anyone. The same coordinators do the same job — but instead of spending half their day on data entry and status checking, they spend it on resource allocation, client communication, and the work that requires human judgement.

More case studies in progress.

We're building agent deployments across professional services, logistics, healthcare, and mining services.

Professional Services — coming soonLogistics — coming soonHealthcare — coming soonMining Services — coming soon

Common questions.

The Understand phase takes 1–2 weeks. The Prove It phase takes 4–8 weeks. So you'll have a working agent with measurable results within 10 weeks at most.

The whole point of the Prove It phase is to find that out before you invest further. If the agent can't handle your process reliably, we'll tell you and explain why.

No. Agents integrate with your existing systems — ERP, CRM, email, file storage, operational databases. We work with what you have.

Start with one process.

A free discovery session to understand your business. If there's a process an agent can handle, we'll show you how. If there isn't, we'll tell you that too.

Book a Discovery Session
Email
info@axitotech.com.au
Phone
1300 030 090
Location
Subiaco, WA