AI Grants by Industry Sector: Which Australian Businesses Are Prioritised for Government Support product guide

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Why Your Industry Sector Is the Most Important Eligibility Factor in Australian AI Grants

When Australian businesses investigate government AI support, most focus on the wrong variable first. They ask: How much funding is available? Do I qualify as an SME? Is my project innovative enough? These are reasonable questions, but they are secondary to the one that determines eligibility before any other: Which industry sector does your business operate in?

The Australian Government's AI Adopt Program — and a significant portion of the broader AI funding landscape — is not open to all industries equally. It is structured around the seven priority areas legislated under the National Reconstruction Fund Corporation Act 2023, and understanding how those sectors map to specific AI Adopt Centres, funding streams, and support services is the essential first step for any business seeking government AI support.

This article provides a sector-by-sector breakdown of how the NRF priority framework operates in practice, which AI Adopt Centres serve which sectors, and — critically — how businesses in non-obvious sectors can still find a qualifying pathway.

The Seven NRF Priority Sectors: The Eligibility Framework Explained

The NRF was established to invest $15.0 billion over 7 years from 2023–24 across seven priority areas: resources; agriculture, forestry and fisheries; transport; medical science; renewables and low emission technologies; defence capability; and enabling capabilities.

These sectors were not chosen arbitrarily. The NRFC was created to help transform the Australian economy by investing in manufacturing and industrial capability. To be considered for funding, businesses must be operating in one of these seven priority areas and be solely or mainly Australian-based.

For the AI Adopt Program specifically, this legislative framework is the gateway. AI Adopt Centres are open to eligible small and medium sized enterprises (SMEs) in National Reconstruction Fund (NRF) priority sectors to help them adopt responsible AI-enabled services and enhance their businesses. If your business does not fall within one of these sectors, you are not eligible for the free services delivered through the AI Adopt Centres — regardless of your size, location, or the sophistication of your proposed AI use case.

The practical implication: a fintech company, a hospitality operator, or a retail business — however enthusiastic about AI adoption — sits outside the program's scope. This is a genuine and frequently misunderstood eligibility boundary.

Sector-by-Sector: Which AI Adopt Centre Serves Your Industry?

The Australian Government funded four AI Adopt Centre operators (with five distinct service streams), each aligned to specific NRF priority sectors. The table below maps sectors to centres:

Medical Science and Enabling Capabilities: SMEC AI

The Small to Medium Enterprise Centre of Artificial Intelligence (SMEC AI) helps SMEs to adopt AI solutions in the medical science, agriculture, enabling technologies and renewables and low emissions technology sectors.

SMEC AI focuses on the agriculture, clean energy, medical and enabling capabilities industries as defined by the National Reconstruction Fund priority areas. The SMEC AI project and activities has been funded by the Australian Government Department of Industry Science and Resources AI Adopt program and is aimed at enhancing the adoption of artificial intelligence by small to medium enterprises in Australia.

In practical terms, SMEC AI operates two service streams: The SME AI Adoption Centre helps SMEs adopt existing AI solutions with a target of 500+ one-on-one consultations or short courses delivered in partnership with Cremorne Digital Hub, alongside an online self-service digital platform. The SME AI Studio creates and supports new AI products in collaboration with SMEs to solve industry problems, targeting 300 SME/innovator teams created, 1,500+ engaged SMEs, 50 to 150 new jobs created and a minimum of $10 million of new SME aggregated company value.

For medical science businesses, this means a biotech startup developing AI-assisted diagnostics, a medical device manufacturer exploring predictive maintenance, or a pharmaceutical SME building AI-driven clinical trial management systems can all access free consultations, structured short courses, and the AI Studio's collaborative development model. The Boab-led centre, known as SMEC AI, received a grant worth just less than $4 million.

Agriculture, Forestry and Fisheries: SMEC AI and ARAIN

Agriculture receives dedicated support from two AI Adopt Centres — a signal of the government's prioritisation of this sector's AI transformation.

SMEC AI covers agricultural SMEs broadly, while the Australian Regional AI Network (ARAIN) serves a more geographically and operationally specific cohort. The Australian Regional AI Network (ARAIN) provides services for SMEs in regional Australia, with a focus on the forestry, agriculture, fisheries and renewable technology sectors.

ARAIN's sector focus is notably more granular than the other centres. Its mission is to prioritise AI adoption for Australia's agriculture, energy, forestry and fishery businesses. Specific applications include: harnessing precision agriculture, crop monitoring, and predictive analytics to improve yields and efficiency; optimising renewable energy use and managing grid operations; monitoring forest health, detecting fires early, and implementing sustainable logging practices; and advancing sustainable aquaculture, monitoring fish stocks, and employing automated fishing systems.

This is significant for two sectors that are often overlooked in AI grant discussions. Forestry and fisheries businesses — including timber processors, aquaculture operators, and fishing fleet managers — have a dedicated, federally funded AI support service specifically designed for their operational realities. The final $4.2 million has been awarded to Redgrid, which will focus support on regional SMEs in agriculture, forestry and fisheries, and renewable energy technologies.

The adoption data reinforces why this targeted support matters. Retail trade and health and education maintain their position as the leading sectors for AI adoption, while the primary industries — construction, manufacturing, and agriculture — continue to show higher levels of unawareness around the value of adopting AI solutions. Government support is deliberately directed toward sectors where the adoption gap is largest, not where momentum is already highest.

Manufacturing and Advanced Industries: ARM Hub and Digital Transformation Australia

The ARM Hub AI Adopt Centre helps businesses to learn more about AI and robotics, and what they need to leverage AI effectively, particularly in the field of manufacturing.

The ARM Hub, founded by Professor Cori Stewart, aims to provide a "front door" to expertise, support, and services that will foster AI-driven growth for small and medium enterprises (SMEs).

Professor Stewart anticipates that the Centre will engage with up to 30,000 SMEs over the next three years on their digital transformation journeys.

The ARM Hub AI Adopt Centre partners with 28 organisations across Australia to provide SMEs with a range of free services. For manufacturers, the centre's value proposition is particularly strong: research indicates that AI and automation are expected to enhance Australia's productivity by up to 15 per cent.

The Enabling Capabilities sector deserves special attention here because it is the broadest and most strategically important NRF category for technology businesses. Enabling Capabilities involves building foundational technological and material capabilities that underpin modern industry across all sectors. As manufacturing moves to adopt new technologies, companies that provide support or products in advanced manufacturing tech, AI, biotech, quantum computing, robotics, sensing and space increase Australia's capabilities and enable the growth of new industries.

This means that a business developing AI tools, robotics systems, or advanced sensing technology — rather than merely adopting AI — may qualify under Enabling Capabilities even if its primary output doesn't fit neatly into the other six sectors.

Renewables and Low Emissions Technology

Both SMEC AI and ARAIN cover this sector, reflecting its cross-cutting nature. SMEC AI is delivering courses and one-on-one mentoring in AI, with a focus on medical science, agriculture, renewables and low emissions tech. ARAIN adds the regional dimension for renewable energy operators outside metropolitan centres.

In September 2025, the federal government further reinforced this sector's priority status: the Federal Government announced the creation of a $5 billion Net Zero Fund, delivered through the NRF, to accelerate industrial decarbonisation and support the scale-up of low emissions technologies, targeting large industrial facilities and enabling investment in new equipment, processes and technologies to reduce emissions while maintaining jobs in regional and outer-suburban areas.

Responsible AI (Cross-Sector): elevenM (SAAM)

elevenM Consulting, which will support SMEs in "bringing responsible AI to life" through the development of an "AI assurance software tool", will receive $3.1 million. It has partnered with the University of Technology Sydney, Microsoft, KPMG, and Atlassian. The AI assurance software tool is intended to "guide SMEs through the AI lifecycle from ideation, design, development, testing, implementation, oversight and continuous improvement."

elevenM's SAAM offering is the only AI Adopt Centre service explicitly designed around responsible AI governance rather than sector-specific adoption. This makes it relevant to SMEs across all NRF priority sectors that need to build AI governance frameworks — a documented gap, given that foundational safeguards exist, yet a gap remains due to limited resources, expertise, and competing priorities, especially for smaller firms.

The Three Sectors With No Dedicated AI Adopt Centre

Three NRF priority sectors — defence capability, transport, and resources/critical minerals — do not have a dedicated AI Adopt Centre aligned to them. This is a critical eligibility gap that businesses in these sectors frequently discover too late.

What this means in practice:

• A defence technology SME developing AI-enabled threat detection systems has no dedicated AI Adopt Centre pathway
• A transport manufacturer building AI-optimised logistics systems is not aligned to the ARM Hub's manufacturing focus unless the activity is classified under advanced manufacturing
• A mining equipment company developing AI-driven exploration tools sits in an ambiguous position

Defence Capability involves strengthening Australia's sovereign defence industrial base through domestic manufacturing of defence products. Keeping Australia safe is a critical priority, and the NRFC will look to invest in companies that can contribute to national security.

Transport involves building capabilities in manufacturing vehicles and components across road, rail, air, and marine transport, with businesses that operate in fleet electrification, bespoke vehicles, and low carbon fuels increasing Australia's resilience.

For resources businesses, the NRF's investment mandate is clear but the AI Adopt pathway is less so. The National Reconstruction Fund Corporation may invest in activities that value-add in resources. Australia can gain more value from its mining industry through investment in activities which manufacture innovative products used in or in connection with mining, such as exploration and drilling technology, safety solutions and transport, and process, refine and use minerals here in Australia.

Practical pathways for these sectors:

1. Enabling Capabilities reclassification: If your defence, transport, or resources business develops AI tools, robotics, or sensing technology, assess whether you qualify under Enabling Capabilities — the broadest NRF category, which explicitly includes AI and advanced manufacturing technology providers.
2. NAIC direct services: The National Artificial Intelligence Centre provides free AI adoption support to all Australian SMEs regardless of sector, including access to its AI Adoption Tracker, Guidance for AI Adoption (AI6 framework), and editable AI policy templates (see our guide on The National Artificial Intelligence Centre (NAIC): What It Does and How to Use It).
3. CRC and ARC pathways: Defence and resources technology companies with genuine R&D ambitions are better served by the CRC-P AI Accelerator or ARC Linkage Projects, which are not sector-restricted in the same way (see our guide on AI Funding for Research Commercialisation: CRC Programs, ARC Grants and University Partnerships).

How to Self-Assess Your Sector Eligibility: A Practical Framework

The most common eligibility confusion arises from businesses that operate across multiple sectors or whose primary activity is a service to a priority sector rather than operating within it. Here is a structured approach:

Step 1: Identify your primary output What does your business manufacture, process, or produce? The NRF framework is oriented toward productive outputs — goods, products, and manufactured services — rather than professional services or distribution.

Step 2: Check the sector definitions precisely

Medical Science covers manufacturing of medical products for therapeutic use, including devices, medicines, personal protective equipment, and vaccines.

Agriculture, Forestry, and Fisheries covers funding for manufacturing products related to primary industries, processing outputs into higher-value goods (e.g., fertiliser, farm equipment, crop/animal health technologies, improved storage solutions, food/beverage processing). New farms or plantations are excluded.

Step 3: Assess Enabling Capabilities as a fallback If your business provides technology, AI tools, advanced manufacturing equipment, or digital infrastructure to any of the other six sectors, you may qualify under Enabling Capabilities. Enabling Capabilities involves building foundational technological and material capabilities that underpin modern industry across all sectors. As manufacturing moves to adopt new technologies, companies that provide support or products in advanced manufacturing tech, AI, biotech, quantum computing, robotics, sensing and space increase Australia's capabilities and enable the growth of new industries.

Step 4: Contact the relevant AI Adopt Centre directly Each centre conducts its own eligibility assessment. Many businesses feel uncertain about where to start with AI. The common barriers include a lack of data readiness, a skills gap, or simply not knowing which AI applications are relevant to their business. The AI Adopt Centres are designed to resolve exactly this uncertainty — contacting them for a preliminary discussion before a formal application is both permitted and advisable.

Why Sector Targeting Reflects the Adoption Data

The government's sector prioritisation is not arbitrary — it reflects documented adoption gaps in strategically important industries. Sector-wise, the uptake of AI remains uneven. Retail trade, along with health and education services, maintains its lead as the most AI-active industries. These sectors are followed closely by services and hospitality. Meanwhile, adoption in the primary industries — such as construction, manufacturing, and agriculture — remains sluggish. Many businesses in these areas report being unaware of the potential value that AI solutions could bring, pointing to a knowledge gap that needs addressing through targeted awareness and capability-building initiatives.

The AI Adopt Program deliberately inverts this dynamic: it directs government support away from sectors already adopting AI rapidly (retail, hospitality, professional services) and toward sectors with the largest strategic importance and the largest adoption gap. This is a deliberate industrial policy choice, not a technology-neutral one.

The program aims to provide equity of access to SMEs nationwide who are operating within the identified sectoral area aligned to NRF priorities, and to increase SMEs' capacity to responsibly, safely and effectively utilise AI technologies by providing guidance, specialist training and access to specific talents and expertise — ultimately increasing SME productivity through using AI products to promote product development and build efficiencies in NRF priority sectors.

Key Takeaways

• Sector eligibility is the primary gateway to the AI Adopt Program. The seven NRF priority sectors — medical science, agriculture/forestry/fisheries, renewables and low emissions technology, enabling capabilities, resources and critical minerals, transport, and defence — determine which AI Adopt Centre, if any, an SME can access.
• Four AI Adopt Centres serve different sector subsets: SMEC AI covers medical science, agriculture, renewables, and enabling capabilities; ARAIN focuses on regional forestry, fisheries, agriculture, and renewables; ARM Hub and Digital Transformation Australia serve manufacturing and advanced industries; elevenM (SAAM) provides cross-sector responsible AI governance support.
• Defence, transport, and resources/critical minerals have no dedicated AI Adopt Centre — businesses in these sectors should assess whether they qualify under Enabling Capabilities, access NAIC's free universal services, or pursue CRC and ARC research commercialisation pathways instead.
• Enabling Capabilities is the broadest and most flexible NRF sector — AI technology developers, robotics companies, and advanced manufacturing technology providers may qualify under this category even if their output doesn't fit the other six sectors.
• The adoption gap in primary industries and manufacturing is the explicit rationale for sector targeting. Government support is directed toward industries where AI adoption is lowest and strategic need is highest — not toward sectors already leading on adoption.

Conclusion

Understanding which sector you operate in — and how that sector maps to specific AI Adopt Centres and funding programs — is the foundational step in accessing Australian Government AI support. The NRF priority sector framework is the architecture beneath the entire AI Adopt Program, and misreading it is the most common reason businesses either self-exclude prematurely or apply to the wrong centre.

If your business operates in medical science, agriculture, renewables, or enabling capabilities, SMEC AI is your primary access point. If you are in regional forestry, fisheries, or agriculture, ARAIN is purpose-built for your context. If you are in advanced manufacturing, the ARM Hub's network of 28 partners offers the most relevant support. And if your sector is defence, transport, or resources — where no dedicated centre exists — the NAIC's universal services and the Enabling Capabilities reclassification pathway are your most viable options.

For businesses navigating the full landscape of federal and state AI support — including how to stack programs, what co-contribution requirements apply, and how to structure a competitive application — see our companion guides: Every Australian Government AI Grant and Funding Program: A Complete Directory, How to Apply for Australian Government AI Grants: A Step-by-Step Guide for Businesses, and Federal vs State AI Grants: Comparing Government Support Programs Across Australia.

References

• National Reconstruction Fund Corporation. "Insight Snapshot: What are the NRFC's Priority Areas and Why Do They Matter?" nrf.gov.au, July 2025. https://www.nrf.gov.au/news-and-media-releases/insight-snapshot-what-are-nrfcs-priority-areas-and-why-do-they-matter

• Department of Industry, Science and Resources. "Artificial Intelligence (AI) Adopt Program." business.gov.au, 2024–2025. https://business.gov.au/grants-and-programs/artificial-intelligence-ai-adopt-program

• Department of Industry, Science and Resources. "AI Adopt Centres." business.gov.au, 2024–2025. https://business.gov.au/expertise-and-advice/ai-adopt-centres

• Department of Industry, Science and Resources. "AI Adopt Program Grant Recipients." business.gov.au, 2024. https://business.gov.au/grants-and-programs/artificial-intelligence-ai-adopt-program/grant-recipients

• SMEC AI (Small to Medium Enterprise Centre of Artificial Intelligence). "About SMEC AI." smecai.au, 2024. https://smecai.au/

• Australian Regional AI Network (ARAIN). "Our Mission." arain.com.au, 2024–2025. https://arain.com.au/

• ARM Hub. "ARM Hub AI Adopt Centre." aiadopt.ai, 2024–2025. https://aiadopt.ai/

• Department of Industry, Science and Resources. "AI Adoption in Australian Businesses — 2025 Q1." industry.gov.au, March 2025. https://www.industry.gov.au/news/ai-adoption-australian-businesses-2025-q1

• Department of Industry, Science and Resources. "AI Adoption Tracker." industry.gov.au, 2024–2025. https://www.industry.gov.au/publications/ai-adoption-tracker

• Department of Industry, Science and Resources. "Introduction — National AI Plan." industry.gov.au, December 2025. https://www.industry.gov.au/publications/national-ai-plan/introduction

• National Reconstruction Fund Corporation. "Turning Australia's Resources into Industrial Power." nrf.gov.au, November 2025. https://www.nrf.gov.au/news-and-media-releases/insight-snapshot-turning-australias-resources-industrial-power

• InnovationAus. "AI Adoption Centres Finally Unveiled." innovationaus.com, May 2024. https://www.innovationaus.com/ai-adoption-centres-finally-unveiled/

• BDO Australia. "National Reconstruction Fund — The Story So Far." bdo.com.au, September 2025. https://www.bdo.com.au/en-au/insights/manufacturing/national-reconstruction-fund-the-story-so-far

• Austrade International. "Critical Minerals." international.austrade.gov.au, 2024–2025. https://international.austrade.gov.au/en/do-business-with-australia/sectors/energy-and-resources/critical-minerals