Australians reach for Claude to write reports, manage teams and handle office admin far more than to write code, according to Anthropic’s first detailed study of how the country uses its chatbot. The finding cuts against the common assumption that generative AI adoption is led by software developers.
The research, published by Anthropic on 31 March 2026 as part of its Anthropic Economic Index, gives the clearest picture yet of a market where the company has quietly built one of its deepest global footholds. It also lands as Anthropic opens a Sydney office and formalises ties with Canberra, making the question of how Australians actually use the tool more than academic.
Broad knowledge work, not developer-led
The headline number is the Anthropic AI Usage Index, a measure of how much a country uses Claude relative to its population size. Australia scored 4.1 in the March report, meaning Australians used Claude more than four times as much as population alone would predict, ranking seventh per capita globally behind Singapore, Israel, Luxembourg, Switzerland, the United States and Canada. Updated figures Anthropic released in early July, reported by SmartCompany and ITBrief, pushed Australia to first per capita, at roughly six times the expected rate.
What stands out is not just the volume but the shape of it. Coding is underrepresented in Australia compared with the rest of the world. General coding assistance made up 13.5 per cent of Australian use against 16.8 per cent globally, per the Anthropic report. In its place, Australian prompts skew toward management, office administration, health and wellness support, and personal-life management.
The use-case split tracks Australia’s high-income Anglosphere peers: 46 per cent of conversations were work-related, 7 per cent coursework and 47 per cent personal. Anthropic’s data also shows the work Australians hand to Claude is document-heavy. Reports and documents accounted for around 20 per cent of work-related outputs, followed by explanations, email drafts, and analyses and summaries, according to the figures reported by ITBrief.
Crucially, Australians tend to collaborate with the model rather than delegate to it. Anthropic classified 54.5 per cent of local usage as “augmentation” — people staying in the loop rather than handing off whole tasks — above the cross-country average. The company described Australians as using Claude “in more collaborative, less delegated ways”. The average Australian task was also lighter, estimated at 2.7 hours of skilled human work versus a 3.3-hour global average.
Concentrated in the Sydney-Melbourne corridor
The adoption is geographically lopsided. New South Wales generated 37.2 per cent of Australian Claude conversations and Victoria 30.8 per cent, so the two states account for more than two-thirds of national usage. Queensland followed at 17.7 per cent, with the remaining states and territories splitting 14.3 per cent between them.
Anthropic attributes the concentration to workforce composition rather than income. NSW and Victoria carry a higher share of finance, professional-services and technology workers, and both states sat only slightly above baseline on the state-level usage index. In other words, the pattern maps onto Australia’s corporate corridor — the CBD towers of Sydney and Melbourne where consultants, analysts, administrators and managers do document-intensive knowledge work.
That reading is consistent with the task mix. A tool used mainly for drafting reports, summarising analyses and managing office workflows will cluster wherever those jobs cluster. The finding suggests Claude has spread through Australian white-collar workplaces less as a coding accelerator and more as a general-purpose writing and reasoning assistant.
Why it matters for Australia
The data reframes how policymakers and executives should think about AI’s spread here. If adoption were developer-led, the natural policy levers would be skills pipelines for engineers and startup incentives. But a knowledge-work pattern implies the bigger exposure — and the bigger productivity opportunity — sits with managers, administrators and professional-services staff who are already using the tool for everyday output.
It also sharpens the data-residency question. Anthropic is moving to build a commercial presence to match the usage. The company signed a memorandum of understanding with the Australian government and has committed to operating within the government’s Data Centre Expectations, according to Forbes Australia, which reported Anthropic is exploring local capacity through third-party partners to meet residency requirements from enterprises and agencies. Anthropic president Daniela Amodei told Forbes that Australia “has been very smart and very tech-forward”, pointing to a values overlap with the United States.
For Australian enterprise, the concentration in NSW and Victoria is a double-edged signal. It shows demand is real and commercially anchored in the sectors that pay for professional tools. It also flags a risk of uneven diffusion, with Queensland, Western Australia, South Australia and the territories trailing the corporate corridor. As trade publication Mi3 noted, the story is one of documents, education and knowledge work rather than a developer boom.
The forward look is about whether that breadth holds as Anthropic localises. Local infrastructure would remove a barrier for regulated buyers in banking, health and government — precisely the document-heavy sectors already driving usage. If Anthropic converts individual knowledge workers into enterprise contracts, the next Economic Index snapshot may show Australian adoption broadening beyond the Sydney-Melbourne core, or hardening around it. Either way, the first portrait is now on record: in Australia, AI arrived as an office tool, not a coder’s one.
Sources: Anthropic — How Australia Uses Claude; SmartCompany; ITBrief; Forbes Australia; Mi3.
