Most agent programmes stall at the same point: not the build, but the choosing. A workshop generates forty ideas, nobody can rank them, and the one that gets picked is whichever executive spoke last.
These seven come from agents already in production or build in Australian enterprises. They are grouped by the function that owns them, and each one shares the qualities that make an agent worth building — repetitive, rule-bound, spanning several systems, and ending with a person reviewing the output.
1. The meeting brief (Sales)
Every client-facing person walks into meetings under-prepared, because proper preparation costs half an hour of hunting through email, the CRM and the press. An agent assembles the brief overnight for every meeting in the next 48 hours.
Why it repays: it applies to every person in the team, every day, and the before state is genuinely embarrassing — most people go in cold.
2. The follow-up nobody sends (Sales)
The meeting goes well, then six more happen. The follow-up goes out three days late and the CRM never gets updated. An agent drafts both within minutes of the meeting ending, ready for review.
Why it repays: it fixes pipeline accuracy as a side effect. The CRM stops drifting out of date because updating it is no longer a chore anyone has to remember.
3. The shared inbox (Operations)
A shared mailbox takes hundreds of requests a week and somebody reads every one just to decide where it should go. That is a full-time role largely spent deciding what other people's jobs are.
Why it repays: the triage role disappears entirely and the genuine exceptions finally get proper attention instead of being buried in volume.
4. The incomplete file (Risk and Compliance)
In lending, roughly half of what reaches assessment bounces back for a missing document or a mismatched number. An agent checks at submission instead, so the gap surfaces while the customer is still in the process.
Why it repays: it removes a whole rework cycle rather than speeding one up, and the people upstream notice immediately.
5. The month-end rebuild (Finance)
A week of pulling the same numbers into the same deck and writing the same commentary, every period, under time pressure. An agent assembles the pack from the warehouse and drafts the commentary for review.
Why it repays: it is the clearest example of turning a rebuild into a review, and it recurs forever.
6. The hour of transcription (Research and Analysis)
An analyst spends the first hour on every company copying numbers out of a PDF into a spreadsheet — the most expensive person available doing data entry. An agent populates the model on arrival.
Why it repays: analysts spend their time on judgement rather than transcription, which is what they were hired for and what they would rather be doing.
7. The governance queue (Risk and Compliance)
Every team wants to build something with AI and the governance process cannot review them fast enough. So people either wait months or route around it — and routing around it is the outcome nobody wants.
Why it repays: a first-line review on submission means the committee spends its time on genuinely hard cases, and governance stops being the reason people work around governance.
How to choose between them
If several of these apply, the tiebreakers we use are straightforward.
Pick the job somebody complains about by name. Enthusiasm from the person who currently does the work is worth more than a business case. They will tell you the edge cases, and the edge cases are where these things fail.
Pick the one whose systems are already connected. An agent needing three systems you have already indexed will ship while one needing a new integration is still in procurement.
Avoid anything where the output cannot be checked. Every agent here produces something a person reviews. That is what makes them safe to deploy, and it is what makes them possible to improve.
Do not start with the biggest number. The highest-value job is usually the most complex, most contested and most likely to stall. The second or third one ships, proves the pattern, and buys you the room to attempt the first.
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