
Why most AI pilots never reach production, and how SMEs can beat the odds
Only 10–20% of generative AI solutions in Australia make it into production. The good news: the reasons are predictable, and small businesses are well placed to avoid them.
Research, guides and downloadable tools from the SkillsNest team, for small businesses, enterprises and government.

Only 10–20% of generative AI solutions in Australia make it into production. The good news: the reasons are predictable, and small businesses are well placed to avoid them.

From 10 December 2026, organisations covered by the Privacy Act must explain in their privacy policy when computer programs, including AI, make or help

We ranked 40 AI use cases for small and medium builders and trades businesses by cost, productivity, growth and efficiency impact. Quoting and scheduling

Microsoft Copilot, Google Gemini, ChatGPT and Claude all promise to make your team more productive. The right choice depends less on the model and

India hosts more than 2,100 Global Capability Centres. For Australian organisations, the question is no longer whether to build offshore capability, but which model

Licences don’t create capability. In the Australian Government’s Copilot trial, staff with three or more forms of training were 28 points more confident using

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