02 / Better AI use
Make your current AI use work better.
Your team already uses AI. Some of it helps; some of it adds another draft to check or another tool to manage. We look at the whole job, find where the effort goes and test a practical change with the people doing it.
Improve a workflowFor Melbourne companies and government organisations.
What we do together
Work through the job together.
Follow the whole job.
Trace one recurring workflow from the first request to the finished result. Record waiting, corrections, handoffs and the tools involved.
Try a focused improvement.
Improve the information, tools or responsibilities getting in the way. A simpler process or ordinary automation may be the right answer.
Compare what happens.
Test representative cases and exceptions against the current approach, including quality, review effort and running costs.
What you leave with
Work you can use again.
We choose the deliverables to fit the job and agree them before the work begins.
- The current and proposed workflow
- A clear account of the steps, handoffs and change being tested.
- A change you can try in the job
- The agreed change, with examples and checks suited to the job.
- Clear responsibilities and a backup plan
- Who checks the result, who decides whether to use it and what to do when the change does not suit the job.
- Evidence for the next decision
- What helped, what still needs work and whether to continue, revise or stop.
Illustrative example · Not a client result
Make the weekly report easier from start to finish.
AI drafts a report quickly, but someone still spends Friday chasing updates and correcting figures. We work through collection, preparation and review before judging the draft alone.
- Current job
- Collect updates, confirm figures, prepare the report and obtain approval.
- Proposed change
- Use a consistent update format and assemble a draft from confirmed source information.
- Compare
- Track the whole job: waiting, preparation, corrections, checking effort and running cost.
- Exceptions
- Show missing updates and conflicting figures clearly for the report owner to resolve.
The report owner checks the figures and whether the report is useful. Together we use what happened in the trial to decide whether to keep the change, adjust it or stop.
How we work together
Build it with the people who know the job.
Agree what better means.
Choose a recurring job and the person responsible for it. Agree what you want to improve, how we will check quality and what happens today.
Build and try the change.
Work with the people producing and using the result. Include ordinary cases and the exceptions that make their job hard.
Review the whole result.
Look at what changed across the whole job, including checking and running costs. We explain what we tried and what still needs work, then decide the next step together.
Who needs to be involved
Bring the right people into the work.
- The workflow owner
- They set the business outcome and make the decision about further use.
- People producing and receiving the result
- They show us the real handoffs, corrections and quality expectations.
- Tool and information owners
- They confirm the access and operating constraints needed for a trial.
Agreeing the scope
Agree how the work will run.
We agree the job we will improve and the work needed to try the change. If it needs a larger software build, data migration or wider rollout, we include that work in the scope, with clear responsibility for looking after it.
We compare the change with the way your team works today and show what we tested, what helped and what still needs checking before wider use.
For government teams, we work within your organisation’s requirements for tools, information, review and records. We agree those with the people responsible before a trial begins.
We agree the outcome, deliverables, timing, cost, client inputs and continuing support before work begins. These services can overlap within one agreed engagement.
A useful first conversation
Tell us what happens today.
Describe a recurring job, where AI is already used and the part that remains difficult. We can start by following what happens today.
A short description is fine. You can change the service or say you’re unsure.
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