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Outcomes

Outcomes we delivered for enterprises and factories.

Across regulated and public sector, manufacturing, healthcare, and retail, where AI has to hold up under audit and on the floor.

Sectors
Public sector · Manufacturing · Health · Retail
Regions
Australia · India

Flagship customer stories

Named clients, measured outcomes.

  1. Landcom · NSW Government

    Landcom · NSW Government

    Frontier AI

    Problem

    Manual, repetitive finance workflows, and an organisation that wanted generative AI in everyday work only under governance it could stand behind.

    Solution

    Finance workflows automated end to end, then enterprise-wide adoption: a governance model, a retained forward-deployed engineer, and training across every team — built on OCI, Oracle AI Services and Claude.

    Outcome

    5 FTE of capacity freed every week; 200 staff onboarded at 100% enablement.

  2. ARB Corporation · ASX-listed manufacturer

    ARB Corporation · ASX-listed manufacturer

    Digital AI

    Problem

    More than 12,000 supplier invoices a month validated, coded and routed by hand across global accounts-payable teams.

    Solution

    An intelligent processing pipeline on Oracle Cloud integrated with JD Edwards: invoices read and validated, line items coded against the system of record, only exceptions routed to a person.

    Outcome

    90% reduction in invoice processing cost; A$2.9M projected annual saving.

  3. HearSight Audio Vision · Assistive technology

    HearSight Audio Vision · Assistive technology

    Physical AI

    Problem

    People with low vision need the world read to them in real time, without a cloud round trip, a connectivity assumption, or their data leaving the device.

    Solution

    Smart glasses with every model running on the device: object and obstacle detection, OCR, face recognition, navigation and offline payment assistance.

    Outcome

    Frontier-grade perception running inside a pair of glasses. Nunnari Labs is HearSight's AI and engineering partner.

  1. Financial services · Sovereign AI

    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

  2. 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

  3. Manufacturing · ASX-listed

    Supplier invoices automated, end to end

    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 integration

  4. 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

  5. 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

  6. Go8 research university · Higher education

    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

  7. NSW Government · Land and property

    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 service

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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 OCR

More engagements

  1. Health · clinical documents

    State pathology service

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

      Cycle timeAccuracy

  2. Local government · citizen service

    Metropolitan local council

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

      Service qualityEfficiency

  3. Public sector · planning

    Government land agency

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

      Cycle timeCompliance

  4. Health · operations

    National aeromedical service

    Automated document classification on metadata and content across operational records.

      ProductivityEfficiency

  5. Hospitality · multi-property

    International hotel group

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

      Service qualityEfficiency

  6. Hospitality · property systems

    Hotel operations agent

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

      Cycle timeService quality

  7. Travel · itinerary planning

    Visitor economy platform

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

      Service qualityRevenue

  8. Retail · analytics

    National fashion retail chain

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

      RevenueMargin

  9. Consumer goods · trade documents

    Global consumer toy manufacturer

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

      EfficiencyAccuracy

  10. Media · live production

    Sports technology and media platform

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

      RevenueSpeed to market

  11. Financial services · legal

    Private property investment group

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

      Cycle timeCompliance

  12. Financial services · finance

    Private property investment group

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

      ProductivityAccuracy

  13. Cross-industry · procurement

    Enterprise ERP estate

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

      EfficiencyCycle time

  14. Cross-industry · platform

    Enterprise horizontal

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

      Speed to marketEfficiency

Start the conversation

Extending the reach of AI beyond the screen — from the field to the factory floor and everything in between.

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