Question 1

How can businesses move beyond basic AI prompting?

Accepted Answer

Businesses move beyond prompting when AI becomes part of recurring workflows rather than something employees have to remember to open and ask. Start with work that happens repeatedly, identify the information required, the preparation involved and where human judgement is necessary, then determine which parts AI can prepare, analyse or automate.The goal isn’t simply better prompts. It’s to redesign work so AI contributes to better decisions, greater capacity and improved business performance.

Question 2

How can AI agents be used in business?

Accepted Answer

AI agents can perform defined tasks repeatedly without someone having to initiate the work each time. Depending on the technology and controls in place, an agent might review agreed information, prepare a daily briefing, analyse customer feedback, identify changes, surface exceptions or assemble information before a meeting or decision.The strongest applications usually have a clear purpose, trusted information sources and defined boundaries around what the AI can do independently and where human review, judgement or approval is required.

Question 3

What should businesses automate with AI?

Accepted Answer

Businesses should generally start with repetitive work that consumes time, involves predictable processes or requires people to repeatedly gather, prepare or analyse information. Examples can include recurring reports, meeting preparation, customer-feedback analysis, administrative tasks and operational briefings.Not everything that can be automated should be automated. Decisions requiring significant judgement, accountability, empathy or organisational context may still need people at the centre. A useful principle is: automate the preparation before you automate the judgement.

Question 4

How can leaders use AI without outsourcing their judgement?

Accepted Answer

Leaders can use AI to expand the information and options available to them without handing over responsibility for the decision. AI can analyse information, identify patterns, challenge assumptions, prepare scenarios and surface questions a leader may not have considered.The leader still needs to assess the context, test the information and make the consequential decision. Technology prepares. People judge. Leaders remain accountable.

Question 5

How can AI improve business performance?

Accepted Answer

AI can improve business performance when it changes more than individual productivity. The larger opportunity is to use AI to reduce repetitive work, improve access to organisational knowledge, prepare information faster, identify patterns earlier and redesign workflows that slow decisions or consume management capacity.

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Archive for September 2026

Beyond Prompting: How AI Adoption Changes Business Operations

From AI Productivity to Business Performance: What I’m Seeing Inside Australian Businesses

What AI High Performers Are Doing Differently in 2026