Independent AI engineering studio · Melbourne

AI systems that
do the work.

We find the operational drag, build the system, and stay until it earns its place in your business. Working software—not AI theatre.

WORKFLOW / ILLUSTRATION HUMAN REVIEW

Production AI · Automation · 3D & AR commerce · Custom software

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Selected client & product work

Gia's Rennovations✦Black Finch✦Pure Design Projects✦Southern Cross Fitness✦Davoluce✦YouCon Group✦RSLawyers✦

Work done / five areas of focus

Practical systems.
Work delivered.

System automation, aerial image detection, renovation design, autonomous finance and Xero & Simpro integration. Explore the work we have delivered and the problems it addresses.

Evidence over promises

Built to be used.
Measured to be trusted.

15+

years shipping software in organisations that need to trust it

24/7

autonomous phone, chat and back-office agents in production

3

businesses running day-to-day operations on the platform today

98%+

citation coverage on a governed, risk-profiled financial assistant

Selected work / live & working

Proof, with the
screens still warm.

Explore all projects

What we build

One studio.
Four sharp edges.

The common thread is not a technology. It is removing friction with systems your team can actually rely on.

01

Autonomous agents

Phone, chat and back-office agents that reason through work, use controlled tools and escalate when judgement matters.

Voice AIRAGGuardrails
02

Workflow automation

ERP, CRM, accounting and document flows stitched into reliable operations—with dry runs, audit trails and humans in control.

XeroSimproSalesforce
03

AI product engineering

Custom platforms for governed financial communications, vision OCR, knowledge retrieval and decision support.

EvaluationVisionCloud
04

3D & spatial commerce

Real-time configurators, virtual try-on and interactive spaces that make complex products tangible before purchase.

WebGLARDigital twins

The operating model

Small team.
Senior hands.
No handball.

You work with the person who scopes it, architects it, builds it and keeps it running.

  1. 01

    Find the drag

    We sit with the people doing the work and locate the bottleneck worth solving—not the fashionable one.

  2. 02

    Prove the shape

    A working slice gets into real hands early. Risks, data boundaries and success measures become concrete.

  3. 03

    Build the rails

    Production engineering, evaluations, monitoring, security and safe fallbacks arrive with the feature.

  4. 04

    Stay for the result

    We monitor what happens after launch and keep tuning until the system is genuinely earning its place.

Have a stubborn operational problem?

Tell us what
you have in mind.

Have a workflow to automate, imagery to make sense of or a design experience to build? Send Shadi a note.

Your details will be emailed to Shadi so we can respond to your enquiry.