THE PRACTICAL GUIDES
AI training for Australian business teams: choose a useful workshop
Choose AI training by the task staff should be able to complete afterwards. A leadership introduction, a hands-on team workshop and a workflow-building session serve different purposes, even when all three are advertised as AI training.
This guide helps an Australian business brief a training provider and check whether the learning transfers to ordinary work. The named examples are existing directory providers whose official pages were reviewed on 17 October 2026. They illustrate delivery formats, not a quality ranking or independently verified productivity results.
Pick the outcome before the course
- Your team needs shared understanding: brief an introduction that explains relevant uses, limits and the decisions staff should escalate.
- Staff can open a tool but struggle with real tasks: brief a practical workshop in the business's approved software, using a small set of representative exercises.
- A capable group needs to redesign a workflow: brief a separate build or design session with prerequisites, system access and an owner for the result.
Use the training and adoption directory for providers. If nobody has agreed which work to improve, start with strategy and readiness rather than asking a trainer to solve an undefined business problem.
Two providers, several formats to distinguish
AI Collab: introduction, capability and a later build session
The official learning page separates a 60-minute in-house keynote from a hands-on half-day capability workshop. The latter uses an approved AI platform, includes pre-work and a readiness diagnostic, and is described as best delivered in person.
Its full-day workflow-and-agent workshop is a later stage with completion of the capability workshop as a prerequisite. Ask which format the proposal covers, which staff should attend and what usable work the group will take away. A keynote booking should not be assumed to include the later build. See the AI Collab profile.
158 Lab: a practical team workshop with a write-up
The AI Workshop page offers a half or full day, on-site or remotely. It describes a preparation call, hands-on work with major AI assistants, and a written summary of topics, opportunities and next steps. Its suggested group is three to ten people.
The advertised starting price is A$1,500. The page does not establish a fixed quote for your attendee count, travel or tax treatment, so ask for those details. Confirm the chosen tools, the time each participant gets to practise and what follow-up is included. See the 158 Lab profile.
A training brief that lets providers quote the same job
Send a one-page brief containing the roles attending, current skill level, approved tools and two or three recurring tasks. Explain how those tasks are checked today and which decisions must remain with staff. Describe the environment participants will use: account type, licences, available features and any restrictions on uploading material.
Ask the supplier to specify these deliverables:
- Preparation: a short capability check and confirmation that every participant can access the selected software.
- Exercises: tasks matched to the team's actual work, with an ordinary case and a case containing a missing or conflicting detail.
- Review method: how staff compare the answer with source material, identify an unsupported statement and decide when not to use it.
- Takeaway: editable task instructions, examples, a checking checklist and a named owner for improvements.
- Follow-up: a date and format for reviewing what staff used, what failed and which questions remain.
Use synthetic or appropriately approved examples for training. Do not assume a provider's demonstration account is an approved destination for business files. Have the business's responsible owner decide what material can be shared and which account settings are required; this guide does not determine legal or security compliance.
Worked exercise: turn meeting notes into a checked action list
This is an illustrative training design, not a client case study. Start with a short fictional meeting note containing three clear decisions, one suggestion that was not approved and one action without an owner.
- Ask participants to create a table of decisions, actions, owners and deadlines, preserving missing information.
- Compare the table with the original note. An unapproved suggestion must not become an agreed task; an absent owner must stay unresolved.
- Give the group a revised note that changes a deadline. Ask them to identify the change and update only the affected action.
- Have each participant explain which parts they checked and what must happen before the list is shared.
The useful learning is visible: can someone detect an invented owner, find the source of a deadline and apply a correction? A fluent output alone does not show that the participant can do the job reliably. Keep publishing, sending messages and changing business records outside this exercise unless they are separately within the agreed training scope.
Review use after the workshop
Choose a small set of real tasks with their responsible owners. In the first week, record attempts, accepted outputs, corrections and checking time. In a later review, ask staff to repeat an exercise without the trainer and explain their checks. Keep those observations separate from attendance, satisfaction ratings and supplier claims about time saved.
Compare the full task, including preparation, corrections and review. If a task becomes slower or its errors are difficult to detect, change or stop that use. If the team can complete it consistently, agree who maintains the instructions when tools or business rules change. A successful workshop does not by itself establish that an unattended automation is ready.
Compare the commercial terms last
Check attendee limits, delivery mode, travel, GST, licences, preparation, materials, recordings and follow-up in the written quote. Decide whether extra staff would reduce practice time or require another group. Keep a training fee separate from software subscriptions and any later implementation project.
For the next procurement step, use our quote comparison worksheet. If the training reveals a specific workflow worth testing, move to the pilot brief. If the question becomes which software should act across systems, the automation-agency guide covers that different scope.
Editorial guidance with linked sources. Reviewed 2026-10-17.