Tracking the progression of AI in mid-market businesses
From early adoption to accelerated growth
Mid-sized businesses across Australia and New Zealand are navigating a major shift in how they operate and grow.
MYOB Acumatica's Autonomous Business Report 2026 captures a snapshot of progress – how businesses are using AI today, where we're seeing the greatest gains, and how ERP modernisation accelerates growth.
Inside The MYOB Business Autonomy Maturity Model
The Business Autonomy Maturity Model is a framework that maps where mid-sized businesses sit on the path to autonomy – and what's needed to take the next step. It scores organisations across two dimensions: readiness (how prepared they are) and ambition (how far they want to go).
The five foundations of business autonomy
The report identifies five foundations that underpin business autonomy:
Data quality and integration
Core systems and ERP
AI strategy and governance
Workforce capability and training
Process automation
Businesses investing across all five report stronger outcomes from AI.
The four business autonomy cohorts
The report groups mid-sized businesses into four cohorts based on their readiness and ambition:
Exploring (2%) – Lower readiness, high ambition. Constrained by workforce skills and change capacity.
Reacting (16%) – Lower readiness, lower ambition. Addressing manual processes with early-stage automation.
Operationalising (39%) – High readiness, lower ambition. Scaling AI on strong data and system foundations.
Accelerating (43%) – High readiness, high ambition. AI embedded in core processes with the strongest productivity gains.
Four key findings
43% of mid-sized businesses surveyed sit in the 'Accelerating' cohort. These businesses are treating AI as a core capability, moving decisively from experimentation to scaled impact.
Three quarters of business leaders surveyed stated that AI has driven meaningful productivity improvements.
For the most advanced businesses, productivity improvements rises to 92%, versus 37% of the least advanced. The clearest divide is not access to AI, but how deeply it is embedded into core processes.
Businesses with 50–99 employees save an average of 4 hours per employee, per week through AI-assisted work.
For a 75-person business, that is 300 hours of reclaimed capacity every week that can be redirected to higher-value work.
Three quarters of decision-makers say they plan to change or upgrade their ERP within the next two years.
The signal is clear: many leaders increasingly see core systems, integration and data readiness as central to scaling AI effectively.
Explore The Autonomous Business Report 2026 in depth
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Businesses that have built strong foundations in business autonomy have reported the greatest benefits of AI, including a significantly positive productivity impact.
Modern, cloud-based ERP systems are emerging as a key enabler of AI at scale.
Businesses embedding AI into core workflows report significantly stronger productivity gains.
The clearest catalysts for mid-sized business operators to improve their business autonomy are cost-reduction and productivity targets.
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AI is already delivering measurable value across the ANZ mid-market.
Beyond time saved, the most advanced businesses are more likely to report improvements in output quality, revenue and profitability.
Industry approach to business autonomy is mixed. Office-based businesses are leading in financial automation and data optimisation, while industrial businesses are more focused on supply chain efficiency.
The biggest barriers to business autonomy are legacy processes, workforce capability gaps, cybersecurity and data privacy concerns.
For many businesses, progress now depends on fixing implementation and governance challenges.
Key recommendations for mid-sized businesses
AI is already creating value for mid-size businesses across Australia and New Zealand. The businesses pulling ahead are making faster decisions, improving performance and building more profitable, resilient operations. The Autonomous Business Report 2026 shows the five practical steps leaders can take next.
Fix the data and systems foundation before scaling AI
Pair technology investment with a workforce investment
Replace reactive investment with a defined AI strategy
Prioritise embedding AI into core processes, not just individual tasks
Build governance before it becomes a constraint
Explore related resources
What is an autonomous business?
A practical definition for ANZ mid-sized businesses. Business autonomy is about reducing the level of manual intervention required to run core processes.
Where does your business sit on the autonomy journey?
Businesses that build AI into connected systems and processes are more likely to see consistent, repeatable value.
Previous MYOB Acumatica mid-sized business reports
Frequently asked questions
What is The Autonomous Business Report 2026?
The Autonomous Business Report 2026 is MYOB Acumatica’s research report on AI, ERP and productivity in Australia and New Zealand (ANZ) mid-sized businesses. Based on a survey of 1,000+ decision-makers, it explains what separates businesses achieving measurable AI value from those still in the experimentation stage.
The report is designed for senior leaders responsible for growth, profitability, productivity and risk, and gives practical insight into what successful AI adoption looks like in a mid-sized business.
What does “business autonomy” mean?
In The Autonomous Business Report 2026, business autonomy means managing routine processes with minimal human effort by combining the right systems, data, strategy and governance. In practical terms, business autonomy is about moving beyond isolated AI tools and building the operational foundations needed to scale AI across the business with confidence.
What separates productivity and autonomy leaders from other businesses?
According to the report, autonomy leaders are more likely to have strong foundations already in place, including modern cloud ERP and connected systems, clean and trusted data, and a clear AI strategy and governance model. These businesses tend to embed AI into everyday operations rather than use it only for one-off tasks, which helps them achieve stronger productivity and commercial outcomes.
Who should read The Autonomous Business Report 2026?
The Autonomous Business Report 2026 is most relevant for CEOs, CFOs, founders, finance leaders and senior decision-makers in mid-sized businesses across Australia and New Zealand. It is especially useful for leaders who want to improve productivity, strengthen decision-making, scale AI responsibly, and understand whether their current ERP, systems and data foundations are supporting or limiting growth.
What will I learn from The Autonomous Business Report 2026?
Readers will learn how AI is affecting productivity in ANZ mid-sized businesses, what the most advanced businesses are doing differently, where common capability gaps exist, and what practical steps can help move a business forward. In short, the report shows the gap between leaders and the rest of the market, and outlines the next actions businesses can take to build stronger AI readiness, ERP capability and business autonomy.
What is the methodology behind The Autonomous Business Report 2026?
The Autonomous Business Report 2026 was developed with analysis and research support from Oxford Economics. The insights are based on a survey of 1,000+ business leaders and decision-makers from mid-sized businesses with 20–500 FTEs and $5m+ annual revenue across Australia (518 respondents) and New Zealand (502 respondents). Research was conducted from 13 February to 16 March 2026, with fieldwork carried out by independent research agency Dynata. Respondents were sampled randomly from the Dynata online panel, with quotas maintained across industry sector and business size/FTEs to ensure a reliable and diverse cross-section of mid-sized businesses.