Supported 300+ Australian manufacturing and industrial companies in identifying and investing in high-impact AI use cases through a federally funded program delivered via ARM Hub, a not-for-profit innovation organisation.
The AI Adopt Centre is part of a federally funded initiative by the Australian Government designed to help small and medium enterprises adopt AI safely and with clear business outcomes. The program is delivered via ARM Hub, a not-for-profit organisation focused on accelerating innovation in manufacturing and industry.
Impact Metrics
Measurable Business Impact
Delivering measurable improvements in efficiency, cost savings, and operational performance.
15X
Return on investment Year 1
6,600
Hours saved per year
The Challenge
AI adoption without clarity
Unclear Starting Point
Strong interest in AI, but no clear direction on where to begin.
Investment Risk
High risk of investing in low-value or experimental use cases.
Limited Capability
Lack of internal expertise to evaluate and implement AI effectively.
Theory Over Practice
Need for practical, real-world applications over conceptual approaches.
The Approach
A structured path from discovery to implementation
A structured, hands-on engagement model was used to guide organisations from awareness to implementation.
Co-design workshops Worked with leadership and operational teams to identify real business problems and prioritise AI opportunities
Site visits and operational discovery Observed day-to-day workflows to uncover inefficiencies and manual processes
Use case identification and prioritisation Focused on practical, high-impact use cases aligned to ROI
Proof of Concept (PoC) and Proof of Delivery (PoD) Rapid validation of solutions before scaling investment
AI roadmap development Created phased plans aligned to business priorities and budgets
A practical framework for adopting AI with confidence
A repeatable AI adoption framework that enables organisations to start small, validate value, and scale with confidence—focused on real operational outcomes, not experimentation.
01.
Start with clear use cases
Identify small, high-impact use cases with measurable outcomes.
02.
Validate before scaling
Test and prove value before expanding across the organisation.
03.
Build internal capability
Develop confidence, skills, and ownership within teams.
04.
Reduce investment risk
Make informed AI decisions with lower risk and higher certainty.
For HVAC contractors, compliance is critical but often overwhelming. Aether provides instant, reliable guidance—removing guesswork, ensuring safety, and reducing the burden on businesses.
Daniel Wright
CEO
Result
Driving measurable AI outcomes
Delivered across 300+ organisations, enabling faster adoption, reduced risk, and stronger internal AI capability.
300+
Companies engaged
Lower Risk
Validated PoCs & PoDs
Clear ROI
Value-aligned AI investments
Faster Delivery
Accelerated time to value
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