Outcomes

Outcomes we delivered for enterprises and factories.

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.

Flagship customer stories

Named clients, measured outcomes.

Financial services · Sovereign AI

4× document throughput

Sovereign AI infrastructure with intelligent model routing

A large financial services organisation needed AI over sensitive documents with nothing leaving the premises — NVIDIA L40S infrastructure validated for enterprise use, and an LLM router that sends each task to the right model.

Sovereign GPU platform + LLM RouterSovereign AINVIDIA L40SLLM routingOn-premises

Digital health · Healthcare

Medical reports explained in plain language, inside the provider's own cloud

A conversational AI assistant for a digital health provider that reads uploaded medical reports and answers questions about them in plain language — built to HIPAA, GDPR, LGPD and ANVISA requirements, integrated with EPIC through FHIR and HL7.

Conversational report assistantDocument intelligenceConversational AIEHR integrationHIPAA & GDPR

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

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 on-device smart glasses for people with low vision, built by HearSight Audio Vision with Nunnari Labs as AI and engineering partner. 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.

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 qualityEfficiency

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.

ProductivityEfficiency

International hotel group

Hospitality · multi-property

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

Service qualityEfficiency

Hotel operations agent

Hospitality · property systems

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

Cycle timeService quality

Visitor economy platform

Travel · itinerary planning

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

Service qualityRevenue

National fashion retail chain

Retail · analytics

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

RevenueMargin

Global consumer toy manufacturer

Consumer goods · trade documents

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

EfficiencyAccuracy

Sports technology and media platform

Media · live production

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

RevenueSpeed 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.

EfficiencyCycle time

Enterprise horizontal

Cross-industry · platform

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

Speed to marketEfficiency
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