One accountable Australian AI stack
DNY is an Australian enterprise and industrial AI deployment layer. It combines technical evaluation, local integration, managed infrastructure and ongoing operations — so customers can adopt suitable AI technologies without assembling and governing the entire stack themselves.
Six layers, one trust foundation
From a verifiable trust foundation up to industry solutions. Each layer is designed to be model-neutral, licence-aware and auditable.
Industry solutions & ecosystem
Built environment, logistics & warehousing and enterprise verticals, supported by the Australian Open Source AI Alliance.
Physical AI
Robotics, edge devices, computer vision and warehouse automation — the AIHL flagship deployment environment.
Agents & automation
AI agents and workflow automation, with human oversight and escalation where full autonomy is inappropriate.
Deployment & integration
Enterprise data and API integration, identity and access management, private and hybrid deployment for organisations needing data control.
Open technology
Curated open-source and open-weight models across multiple clouds and hardware — vendor-neutral, evaluated before production.
Trusted data & verification
Trusted Data Space & Verifiable Infrastructure — provenance, versioning, audit logs and a model licence & standards register.
How the platform is built
Multi-model by design
Avoid structural dependency on a single model provider; evaluate models and agents before production use.
Deploy anywhere
Multi-cloud and private / hybrid where commercially and technically feasible, with a clear separation of customer, operational and third-party data.
Enterprise-grade
Identity, permissioning, observability and logging as first-class features — not optional add-ons.
Licence-aware
A component inventory and model licence register underpin every deployment, because “open” is used inconsistently in the market.
API-first integration
Connect to legacy and modern enterprise systems through documented, standardised interfaces.
Human oversight
Escalation and review for use cases where full autonomy is inappropriate or unsafe.
One accountable partner
Adopt without assembling the whole stack
One Australian partner across model evaluation, integration, hosting, governance and support.
A structured path into Australia
A route for suitable open AI and hardware into Australian enterprise and industry environments.
Local innovation, global reach
An outbound platform combining local capability with international distribution and ecosystem relationships.
Where the moat is
Defensibility does not come from exclusive ownership of open models. It develops through proprietary deployment tooling, Australian enterprise integrations, evaluation and governance workflows, reusable industry agent patterns, customer relationships, operating data and accumulated implementation know-how.