AI consulting — Melbourne
A Melbourne AI consultant that ships past the pilot.
Most AI projects die between pilot and production — they don't integrate, they're not built around how the work actually happens, and what ships drifts from what was demoed. Amtec Advisory is a Melbourne AI consultancy and automation agency that builds the part that's hard: custom AI agents for business, wired into the tools you already run, with humans in control of anything that matters. We map what's broken across your stack, build the fix, and prove it with shipped systems and real metrics.
Why AI projects stall before production
The pilot demos, then never ships.
A proof of concept that works in a sandbox is the easy 20 percent. The hard part is the messy middle — wiring it into live data, real workflows, and the edge cases a demo never shows. That's where most projects quietly stop.
Generic tools don't fit how the work happens.
Off-the-shelf AI is built for an average business that doesn't exist. It doesn't know your deal stages, your ordering history, or your approval rules — so it produces work someone still has to redo by hand.
Vendors who demo but can't integrate.
Plenty of agencies can show you a slick chatbot. Far fewer can connect it to Shopify, Xero, SharePoint, and your inbox so it actually runs the operation. Integration is the work, not the afterthought.
What working with an AI consultant looks like here
Map what's broken across the stack
We start by mapping how the work actually moves — every handoff, tool, and follow-up someone has to chase. The fix gets designed around your real operation, not a template of how businesses supposedly run.
Build custom AI agents around the real workflow
Custom CRMs, operations agents, inventory and order platforms, a full clinical operating platform — built on the tools you already run, with humans approving anything client-facing before it moves.
Prove it with shipped systems and real metrics
We don't stop at the pilot. Glow Saunas removed around forty hours of manual work a week; EVAL Agencies an estimated one hundred; Domus Property replaced a full-time assistant's admin across six tools. Systems in production, numbers attached.
Running in production
Three different industries, one pattern: AI built around the real workflow, proven with shipped systems and real metrics.
Common questions
What does an AI consultant actually do?
We map how the work actually moves through your business, build custom AI agents and platforms around it — wired into the tools you already run — and ship them to production with a human approving anything that matters. The consulting is the start; the system is the deliverable.
How much does AI consulting cost?
It depends on what we're building — an order workflow is a different engagement from a full operating platform. We scope every project individually on an intro call, so you'll know exactly what you're looking at before committing to anything.
Do you only work with Melbourne businesses?
We're based in Melbourne and work with businesses across Australia. Most of the work happens inside your existing tools, so location rarely matters — though we're happy to be the consultancy you can actually meet.
How long does a custom AI system take to build?
It depends on how much of the operation we're rebuilding — an order workflow is a different build from a full operating platform. We map the workflow first, then scope timeline and phases on the intro call.
What kinds of businesses do you work with?
The systems in production today span retail and e-commerce, wholesale distribution, commercial property, and healthcare — a sauna retailer, a legacy distributor, a property firm, and a digital clinic behind two telehealth brands.
Do you use off-the-shelf AI tools or build from scratch?
We build custom — the agents, CRMs, and platforms are designed around your workflows and wired into your existing tools. Where a tool you already run does the job, we use it rather than rebuild it.