Most conversations about how AI is changing work run on vibes. Someone read a headline, a competitor made a bold claim, or a consultant walked in with a hockey-stick chart. Actual data on how people use AI day to day has been thin on the ground, and Australian data has been thinner still, because most of the research gets done overseas and rarely breaks out local detail.
That changed on 22 July 2026, when Anthropic launched the Anthropic Economic Index connector inside Claude. It's a live link to the same dataset researchers, journalists and policymakers already use to track how AI is actually being used across the economy. Instead of reading someone else's summary of that data, or waiting for a report to land in your inbox, you can now ask Claude directly: which occupations use AI the most, what tasks are being automated in a given industry, or how usage patterns have shifted over the past year. The answers come grounded in real usage data, not a guess dressed up as one.
What the Economic Index Connector Actually Does
The connector sits inside claude.ai as an optional data source. Once it's switched on, Claude can pull from the Economic Index dataset whenever you ask a question about AI adoption or task automation. You're not downloading a PDF and skimming it for the one relevant chart. You're asking a specific question and getting a specific, sourced answer, in roughly the same way you'd quiz a well-read colleague rather than trawl through someone else's research.
That sounds like a small feature, but it changes who gets to use this kind of evidence. Before, this data mostly sat in academic papers and think-tank reports written for other researchers. Now it's a question away, framed in plain language, for anyone running a business who wants a straight answer instead of a slide deck full of assumptions.
Why This Matters for Australian Businesses
Most local AI planning still leans on US-centric case studies or vendor marketing decks. Neither tells you much about what's actually happening in an Australian accounting firm, a Melbourne logistics operator, or a Brisbane retailer. The Economic Index connector lets you ask sector-specific questions instead of extrapolating from a market that doesn't look much like yours.
In practice, that means you can point Claude at your own industry and get a grounded starting point before you spend a dollar on tooling or headcount. Some examples of what you can now ask directly:
Which occupations are adopting AI fastest, and for which specific tasks
How Australian accounting and bookkeeping firms are using Claude for compliance work
Which tasks in retail, logistics or professional services are seeing the fastest AI adoption
How usage patterns for a given industry have shifted over the past year
What It Won't Tell You
It won't tell you what your specific competitors are doing, and Anthropic is upfront that the Index reflects Claude usage patterns rather than the labour market as a whole. It's one data source, not a full market survey, and it can't replace a proper look at your own workflows, systems and data. Still, for a Sydney or NSW business trying to work out where AI actually pays off before committing budget to a build, a primary data source beats another agency's opinion piece.
Take a Sydney professional services firm weighing whether to build a document-review workflow. Instead of starting from a vendor demo or a competitor's press release, the owner can ask Claude how legal and accounting occupations are actually using AI for document review right now, what proportion of that work is automated versus AI-assisted, and how that split has moved over recent quarters. That's a materially better starting point than a generic industry report written for a US audience, and it costs nothing beyond the time it takes to ask the question properly.
Getting Started in Under a Minute
Setup is deliberately simple, which is worth calling out given how much AI tooling still requires a developer to wire up. Here's the whole process:
Open claude.ai and go to the connectors menu
Enable the Anthropic Economic Index connector
Ask a specific question about your industry or occupation, not a generic one, to get a useful answer
Where This Fits Into a Wider AI Plan
If you're weighing where AI genuinely moves the needle in your business versus where it's just noise, this is exactly the kind of evidence that should sit underneath that decision. It's also the same starting point Automata AI uses when we run automation audits for Sydney and NSW businesses: look at real usage data and your actual workflows first, then decide where a build is worth the spend. Audits are a fixed scope engagement starting from $3,500 AUD, built around evidence rather than assumptions or a vendor's roadmap.
If you'd rather talk it through than run the numbers yourself, get in touch with Automata AI and we'll help you work out whether the data backs up the AI investment you're considering, before you commit a budget line to it.
