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Insights & practical guides

Better questions. Better AI projects.

Clear advice for business, government, banking and delivery teams. Understand the evidence, ask useful questions and take a checklist into your next meeting.

From opportunity
to a practical brief.

Choose your sector to connect a source, a guide and a next step.

Official sources checked

Government

Published procurement plan

Turn road imagery into useful maintenance evidence.

Brisbane lists its Smart City Sensors procurement (CW30361) for an indicative October/November 2026 release. This is upcoming, with dates and requirements subject to change.

Check the official source: Brisbane City Council notice

Define capture coverage, human review and work-order handover before selecting a model.

Read the road-AI pilot guide Explore our road experience Discuss a similar project

Business

Research collaboration pathways

Turn an AI uncertainty into a research brief.

NSW TechVouchers and CSIRO Kick-Start support eligible research collaborations. Partner fit, cash contributions and program conditions need assessment before a project starts.

Check the official source: NSW TechVouchers program

Define the technical question, baseline, experiment and decision the research should support.

Read the research-funding guide Explore technical scoping and development Discuss a similar project

A dated research snapshot. Check official sources for changes, participation conditions and funding availability.

For business teams.

Primary sources and practical checklists. See each guide for its source dates.

7 min read · Free checklist

How to choose an AI consultancy in Australia

Compare suppliers on the decision, deliverables, acceptance evidence, operating responsibilities and exit terms your project actually needs.

For government teams.

Primary sources and practical checklists. See each guide for its source dates.

For banking teams.

Primary sources and practical checklists. See each guide for its source dates.

7 min read · Free checklist

Buying AI for an Australian bank: what to ask before you sign

A practical AI supplier checklist for Australian banks: protect customer information, test the proposed service and prepare for failure, change and exit. Includes current CPS 230 and CPS 234 context.

More from our engineering team.

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