Where AI meets the physical world
As agentic systems become more capable, value moves from text-only interfaces toward systems that perceive, decide and act. DNY’s second differentiation is connecting open AI software with robotics, smart devices and edge environments — and proving it in real operations.
AIHL — the platform meets the physical economy
AIHL is proposed as a flagship industrial application environment and an important proof point — a practical testbed for how open, interoperable AI connects with physical infrastructure, automation, robotics and supply-chain operations.
Warehouse automation
AI agents, robotics and computer vision integrated with WMS, ERP and sensor data.
Digital twins & prediction
Digital twins, predictive operations and supply-chain intelligence in a real industrial context.
Measurable outcomes
Pilots with defined KPIs, hardened for security, monitoring, support and operational governance.
From process mapping to scale
Process mapping
Identify high-cost, high-friction or high-risk workflows.
Data & systems assessment
Map WMS, ERP, automation, sensors, robotics and data availability.
Use-case prioritisation
Rank opportunities by value, feasibility, safety and integration complexity.
Technical sandbox & pilot
Test models, agents and vision / robotics components, then deploy defined workflows with measurable KPIs.
Production hardening & scale
Security, monitoring, support and governance — then extend successful patterns across workflows and sites.
Separate legal & economic interests
AIHL and the Platform remain separate legal and economic interests unless specifically agreed otherwise. Any engagement is documented through project agreements covering scope, fees, data access, IP, confidentiality, liability, service levels and commercialisation rights. DNY does not imply ownership or control of AIHL because it is described as a flagship use case.
A commercialisation layer for robotics
A robotics and intelligent-device validation environment serves as a commercialisation layer for international and Australian products — supporting model integration, localisation, technical testing, enterprise demonstration, user feedback, channel validation and support-model design.
Open-Source AI Robotics Experience & Innovation Centre
A physical showcase and Australian market-entry environment for advanced global robotics and AI hardware — humanoids, robot dogs and commercial service robots, an AI-home living lab, education and B2B demonstration. Products are selected on a global, multi-origin basis by technical maturity, Australian compliance, experience, after-sales and commercial sustainability.
Explore the CentreRevenue opportunities
- Integration and localisation for robotics and device suppliers
- Enterprise demonstration and pilot engagements
- Managed AI software subscriptions attached to devices
- Support and maintenance contracts
- Channel, distribution or commercialisation, where agreed
- Industry-specific robotics solutions