
Hyperscale cloud and its benefits to the Australian economy
18.12.2023 - 05:19
New research by economics firm Mandala shows that adoption of hyperscale cloud technology unlocks $6.3 billion every year in benefits for Australian businesses and the economy. Hyperscale cloud also directly creates over 8,000 jobs for people working in diverse roles from tech trades peoples to ICT professionals across Australian data centres. This research is the first time the economic effect of the unique capabilities offered by hyperscale cloud have been quantified.
Hyperscale cloud is the critical infrastructure underlying Australia’s technology ecosystem
Hyperscale cloud offers globally standardised services to Australian businesses. It enhances user experiences with high performance and low latency across various domains, including AI, machine learning, big data, and virtual reality. Research suggests that Generative AI, supported by hyperscale cloud, has the potential to add up to $115 billion annually to the Australian economy, and AI more broadly will contribute $15.7 trillion to the global economy by 2030.
Acting as a central pillar within the Australian digital ecosystem, hyperscale cloud serves as a critical intermediary, facilitating daily business operations and software relied on by everyday Australians. While non-hyperscale cloud providers offer tailored capabilities, hyperscale cloud delivers globally-leading, comprehensive, sophisticated feature-sets to Australian businesses.
This study focuses on measuring the positive impact of the unique capabilities of the hyperscale cloud to Australian businesses. It examines the distinct features that set hyperscale cloud apart from non-hyperscale cloud solutions. While recognising that shared capabilities between hyperscale and non-hyperscale also contribute to economic value, our focus remains on the benefits derived exclusively from the hyperscale environment.
Hyperscale cloud technology is crucial for Australian businesses, delivering approximately $6.3 billion in benefits per annum

Key areas of this impact include:
1) Enhanced Capabilities: Hyperscale cloud's advanced technological functions including on AI, machine learning, AR/VR and data querying have led to productivity boosts, generating an additional $3 billion in benefits for Australian businesses.
2) Operational Resilience: Hyperscale offers increased reliability of services and diminishing expected downtime compared to non-hyperscale cloud, translating to $530 million in financial savings (avoidance of downtime cost). Hyperscale also decreases the expected likelihood of a successful security breach by 30% due to high investments and global threat intelligence, preserving an estimated $480 million annually within the Australian economy.
3) Cost Efficiencies: Hyperscale cloud has trimmed IT infrastructure spending by 5%, amounting to savings of up to $980 million per year for Australian businesses, thus improving cost efficiencies.
4) Market Access: By facilitating access to global markets, hyperscale cloud has unlocked more than a 40% increase in revenue for Australian businesses, broadening their opportunities to serve customers overseas seamlessly and with low latency.

Hyperscale cloud creates direct employment opportunities for over 8,000 Australians, offering a broad ranges of opportunities to a diverse workforce
Over the past decade, direct jobs in hyperscale cloud have more than tripled, from 2,330 employees in 2011 to 8,240 in 2021. This growth demonstrates hyperscale cloud’s vital role in job creation across a spectrum of roles, from tech trades to ICT specialists.
The workforce within hyperscale cloud is diverse, with 73% of the employees aged between 15-44, highlighting the sector's appeal to young Australians. This diversity indicates that hyperscale cloud is a driver of high-tech jobs, and also supports a variety of other professional roles crucial to the operation and management of these services.
Upskilling Australians to work in hyperscale cloud and data centre related roles will help them fill the additional global demand for 140,000 data centre staff by 2025.
Read the full report here.
Read our latest posts

Climate Risk Index for the European Energy Sector
Mandala Partners in partnership with Zurich Resilience Solutions has produced Europe's first comprehensive Climate Risk Index for renewable energy infrastructure across five major European markets. This groundbreaking analysis reveals the scale of climate vulnerability facing Europe's clean energy transition and provides actionable insights for building resilience across France, Germany, Italy, Spain, and the UK. Nearly half of Europe's renewable generation capacity is in critical climate risk categories, threatening the foundation of the continent's energy security and economic stability.
16 Jul, 2025

Shock Resistant
Shock Resistant outlines novel insights into the ways that platform workers in the US used platform work as a strategy for mitigating the impacts of the pandemic and cost of living crisis.
2 Jul, 2025

AI in Australia Economic Blueprint
OpenAI’s Economic Blueprint outlines how Australia can harness artificial intelligence (AI) to significantly boost economic prosperity, enhance public services, and position itself as a leader for AI in the Indo-Pacific region.
30 Jun, 2025

The economic and strategic importance of multi-metals processing
Mandala was commissioned by Nyrstar to provide an independent summary of the significance of lead and zinc refining in Australia. This report finds that Australia’s existing capabilities are a gateway to domestic critical minerals processing, but fundamental shifts in the global industrial policy landscape are undermining Australia’s current and future processing capabilities.
27 May, 2025