Work

Systems our clients operate.

Every entry here is in production or on real hardware — across regulated and public sector, manufacturing, healthcare, and retail, where AI has to hold up under audit and on the floor. Some clients are anonymized; details are available under NDA.

Manufacturing · ASX-listed

−90% processing cost

12,000+ supplier invoices a month, automated

ARB Corporation — an ASX-listed manufacturer with global operations — replaced hand validation, coding and routing of supplier invoices with an intelligent processing pipeline on Oracle Cloud, integrated with JD Edwards.

Invoice automationInvoice automationDocument intelligenceAgentic workflowJDE integrationCompliance reporting

Construction · Security

4,000+ cameras live

Edge AI across 4,000+ site cameras

Vision and video AI running live on more than 4,000 cameras for a national construction security group — inference at the edge, not in the cloud.

Edge vision platformVision & video AIOn-device inferencePhysical AI

Hospitality · ASX-listed

Voice AI booking assistant for an ASX-listed hotel group

A voice assistant that takes and manages bookings for an ASX-listed hotel group, inside the reservation systems the group already runs.

Voice AI assistantVoice AIAgentic AIWorkflow automation

State prosecution authority · Justice

Case files summarised inside government security controls

Case file summarisation, evidence tagging and workflow routing for a state prosecution authority — deployed and operated entirely within government security controls.

Sovereign GenAISovereign AIDocument intelligenceSelf-hosted LLM

Go8 research university · Higher education

Hours → seconds

Geology microscopy annotated in seconds, not hours

AI segmentation of geology microscopy for a Group of Eight research university — annotation cut from hours to seconds per image.

Microscopy vision AIVision & video AIMultimodal understandingFrontier AI

NSW Government · Land and property

5 FTE freed weekly · 200 staff enabled

Finance workflows automated, then enterprise-wide AI adoption

Landcom, the NSW Government's land and property agency — finance workflows automated end to end, then extended into enterprise-wide AI adoption with governance, a retained forward-deployed engineer, and training across the organisation.

Enterprise AI adoptionFinance workflowsEnterprise AI adoptionAI governanceFDE serviceTraining & enablement

Government · Australia

Sensitive legal documents, redacted at scale

Automated PII redaction in production for a state-level prosecutor in Australia, delivered on Oracle OCI.

AI Redaction PlatformGenAIDocument AIOracle OCI

Global Supply Chain

Autonomous agents inside a packaging supply chain

An AI-native supply chain intelligence platform with autonomous agents, delivered with Oracle.

AFL 2PACKGenAIAgentsOracle OCI

Manufacturing

Real-time weld guidance on the shop floor

A helmet-mounted computer vision system guiding direction, angle, and velocity in real time — live in steel plants.

Precision Welding AIReal-time CVEdge AIEmbedded

Higher Education

AI patient avatars for clinical training

AR-based clinical simulation for nursing students at an Australian university, built on NVIDIA ACE and Oracle OCI.

AI Patient AvatarNVIDIA ACEAROracle OCI

Assistive technology · HealthTech · India

Smart glasses that read the world aloud, on-device

HearSight is our flagship Physical AI product: on-device smart glasses for people with low vision. Every model runs on the glasses themselves — no cloud round trip, no connectivity assumption, no data leaving the wearer.

HearSightEdge inferenceModel compressionComputer visionOn-device OCRWearable hardware
More engagements

Under government security and procurement controls.

Client names withheld.
Available under NDA.

State pathology service

Health · clinical documents

Clinical document intelligence — extraction, structuring and coding of pathology reports.

Cycle timeAccuracy

Metropolitan local council

Local government · citizen service

GenAI citizen assistant over resident enquiries, with event booking and live-agent handover.

Service upliftCost efficiency

Government land agency

Public sector · planning

Agentic building-plan compliance with real-time scoring and approval workflow management.

Cycle timeCompliance

National aeromedical service

Health · operations

Automated document classification on metadata and content across operational records.

ProductivityCost efficiency

International hotel group

Hospitality · multi-property

Guest experience platform spanning check-in, service requests and issue resolution.

Service upliftCost efficiency

Hotel operations agent

Hospitality · property systems

Real-time agent chaining through MCP into the property management system.

Cycle timeService uplift

Visitor economy platform

Travel · itinerary planning

Travel assistant with real-time weather and calendar context, and human handover.

Service upliftRevenue generation

National fashion retail chain

Retail · analytics

Retail analytics over purchasing patterns, inventory optimisation and marketing performance.

Revenue generationMargin uplift

Global consumer toy manufacturer

Consumer goods · trade documents

Multi-lingual document intelligence with no-code schema changes across trading partners.

Cost efficiencyAccuracy

Sports technology and media platform

Media · live production

Real-time transcription, event detection and automated highlight generation.

Revenue generationTime to market

Private property investment group

Financial services · legal

Legal workflow processing with access control, document generation and a compliance engine.

Cycle timeCompliance

Private property investment group

Financial services · finance

Finance agent across multiple systems of record, with real-time analytics and a personalised interface.

ProductivityAccuracy

Enterprise ERP estate

Cross-industry · procurement

Procure-to-pay multi-agent system with intent classification and MCP-based integration.

Cost efficiencyCycle time

Enterprise horizontal

Cross-industry · platform

Private AI platform and multi-agent assistant spanning managed, hosted and third-party models.

Time to marketCost efficiency
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Most AI stops at the screen. Ours reaches the factory floor, the field and the front office.

Two worlds, one stack, governed end to end and human-led — already in production with enterprise and government. Bring us the outcome. We'll own it end to end.

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