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Gen AI Training

What Gen AI Training Should Cover for Australian Creative Teams

By Toby Goodman · Updated 13 Jul 2026 · 7 minute read

CoastalGen practical Gen AI training session for a creative team

The short answer

Effective Gen AI training should help creative teams apply AI to real work, evaluate output quality, protect brand and client information, choose appropriate tools and build repeatable team practices. A useful workshop leaves the team with decisions and skills it can use after the session ends.

Practical training begins with the team's work

A generic tour of popular tools may be interesting, but it rarely changes how a team delivers. Training becomes useful when examples reflect the organisation's actual briefs, audiences, budgets and approval responsibilities.

Architecture teams, media teams and corporate marketers do not need identical sessions. They need a shared foundation followed by relevant applications.

The core capabilities every session should cover

The exact exercises will vary, but practical creative training should develop durable judgement rather than dependence on one platform.

  • Turning an unclear request into a useful creative brief.
  • Selecting an approach that fits the output, budget and risk level.
  • Evaluating visual quality, consistency and factual accuracy.
  • Recognising privacy, copyright, trademark and brand concerns.
  • Giving feedback that produces a clear next decision.
  • Designing team review and approval responsibilities.

Architecture training should stay grounded in design intent

For architecture and interior teams, useful topics include early client visualisation, material exploration, image-to-image iteration and choosing cost-effective tools. The training should also make the limits clear: a compelling image is not a substitute for accurate documentation or professional judgement.

Media training should focus on connected content systems

Media and marketing teams benefit from storyboarding, campaign imagery, short-form video, animation concepts and adapting one idea across formats. The goal is not maximum output. It is a more reliable relationship between message, brand and channel.

What should the team retain after the workshop?

Participants should leave knowing which use cases are worth pursuing, which risks require policy or approval, and what a sensible next implementation step looks like. Templates, agreed terminology and a short roadmap are often more valuable than a long list of tools.

How to choose a training format

A short executive session can align leaders around opportunities and responsibilities. A half-day workshop can build shared foundations. Multi-session programs are better when a team needs to apply new skills to live work and return with questions.

On-site and remote formats can both work. The deciding factor is whether the session is tailored, interactive and connected to implementation after the presentation ends.