Insights & articles
Perspectives on adopting AI well — practical, outcome-focused thinking for leaders moving into GenerationAI.
Small businesses are getting more out of AI than big enterprises because they can actually make decisions, and the gap between trying AI and building it into your workflows is where the value sits.
Most small businesses already use AI, but few have built it into their workflows. Why Australian SMEs move faster than enterprise, and where to start.
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The strongest case for AI agents isn't the cost per task. It's that your people stop paying the switching tax.
Australian workers lose hours every week switching between tools. The real value of AI agents is that your people stop carrying that load.
The case for open weight models on your own hardware is control over your data and a price nobody else can change, not a smaller token bill
Open weight models on your own hardware aren't about cheaper tokens. They're about client data that never leaves, and a price nobody else can change.
Ask the same thing two different ways and a model gives you two different answers, so the fix is a check around the model rather than a better prompt
Ask AI the same thing two ways and you get two answers. Here's how a checking layer keeps the result consistent, whichever model you use.
Automate the routine work, and the people who understand your customers become the most valuable part of your business.
AI can automate much of your business, but it can't run it. The people who know your customers are what keep your work valuable.
Before the next job ad goes out, it's worth asking whether the role is a hire or a set of Units.
Before you post that job ad, ask one question. A whole team on Units ramps up in a business day, with no onboarding lag and no knowledge walking out the door.
The tow truck lesson for choosing AI, and what a Technology Partner does instead of selling you the best tool.
Most AI vendors sell you the best tool. A Technology Partner just handles it, learns your business, and builds AI in for the cost of about one employee.
Handing your whole team AI licences felt like getting ahead, but without integration and measurement there's no way to prove it returned anything.
Australian teams bought whole-team AI licences with no way to measure the return. Why that isn't real change, and how to make the spend count.
Open models with capabilities like Kimi K3 mean you can run frontier-class AI on your own data, for a cost you control instead of a bill that keeps climbing.
Kimi K3 is the first open-source model in the 3-trillion class. Here's what running frontier AI on your own data means for Australian businesses.
The same review habit a research lab used to improve its own AI can make the AI your business already runs cheaper and better every month.
Weco got a top AI model to improve its own AI. The same review habit can make the AI your business already runs cheaper and better each month.
A national AI framework is coming, but what Australian small and medium sized business needs most is support to adopt AI, not another agency to answer to.
The federal government is building a national AI framework. Here's what it means for Australian small and medium sized business, and why support beats more red tape.
A new government report shows AI hasn't cut Australian jobs, and the likeliest reason is that most businesses haven't put it to work properly yet.
Australia's first major report says AI hasn't cut jobs. The real reason is most businesses haven't properly implemented it yet.
The Palantir and NVIDIA sovereign AI deal is aimed at governments, but the reasons behind it matter just as much to a smaller business.
Palantir and NVIDIA's sovereign AI deal targets governments, but keeping control of your data, costs, and edge matters for smaller firms too.
A large US study found the heaviest AI spenders grew their teams rather than cutting them, and there's a lesson in it for smaller Australian firms.
A US study of 21,559 firms found the heaviest AI spenders grew headcount 10.2% in two years. Here's what that means for smaller Australian businesses.
Your AI keeps getting it wrong because it cannot see the information the job depends on, not because the model is weak
Most AI tools underperform at work because they lack context, not because the model is weak. What the 2026 Work AI Index shows about closing the gap.
The people bending your AI rules are usually the ones getting the most out of AI, which makes their workarounds worth reading.
The 2026 Work AI Index shows your best staff break AI rules most. Here's why those workarounds are a signal to read, not a problem to shut down.
How AI agents are moving from chat to real action for Australian business
Gemini's new Interactions API lets AI agents take real actions, not just chat. What agentic AI means for Australian SMEs and where to start safely.
How AI cybersecurity is starting to find and fix flaws for Australian small business
OpenAI ships AI that finds vulnerabilities and writes the patches. What closed-loop AI cybersecurity means for an Australian SME with no security team.
How AI is changing construction management for Australian builders
What AI in construction management actually does for Australian builders and developers, where it pays off first, and how to adopt it without the hype.
How AI software development is changing the way Australian SMEs build internal tools
A practical look at AI coding for Australian SMEs, what AI coding agents do well, where they create tech debt and security risk, and how to use them safely.
A practical guide to AI governance for Australian SMEs
An audit of 21 AI judge models shows simple agreement scores overstate AI quality. How Australian SMEs can check and govern the AI that makes their decisions.
What open-source ai means for smaller Australian businesses
A SpaceX compute deal is funding new open-source AI models. When open-source AI saves money for Australian SMEs, and when a commercial API still wins.