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TAI Labs
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Education · Belgium

AI-native workflows across content, curriculum and operations

A live education cohort embedded practical AI-native habits across content, curriculum and operations, with a focus on continued independent improvement.

Sector
Education
curriculum & ops
Format
Live cohort
team-wide
Focus
AI-native workflows
content · curriculum · ops

The tension

The tools would keep changing. The habits had to last.

28Digital wanted more than a tour of the current AI landscape. The team needed practical habits that could support content, curriculum and operations—and continue evolving after the cohort ended.

For an education organisation, that durability matters twice: internally, and in the quality of the learning experiences it creates.

The intervention

Build AI-native practice across the education workflow.

TAI Labs ran a live, team-wide cohort spanning the work behind content, curriculum and operations.

The programme focused on workflows the team could practise, inspect and improve, giving participants a common foundation while leaving room for each function's real responsibilities.

The change

A team equipped to keep iterating.

The cohort established practical AI-native patterns across three connected areas of the organisation.

Rather than ending with a static playbook, the work centred on habits the team could continue refining independently as tools and needs changed.

What became possible

What the team took away.

01AI-native workflows across content, curriculum and operations
02A shared team-wide foundation built in a live cohort
03Practical habits designed for continued independent improvement

Lessons

What other teams can reuse.

Optimise for change

Durable capability comes from adaptable habits, not memorising one version of a tool.

Connect the system

Content, curriculum and operations improve faster when teams see how changes flow between them.

Leave room to iterate

A useful learning system helps the team keep improving after the formal cohort ends.

Frequently asked

The useful details.

What did the 28Digital cohort focus on?

The live cohort focused on AI-native workflows across content, curriculum and operations.

Was the programme team-wide?

Yes. It was delivered as a live cohort for the education team.

What was the intended long-term outcome?

The programme aimed to establish practical habits the team could continue improving independently after the training ended.

Keep reading

More work in the field.

The method, written out

Built around your real work

Give your team a method they can keep.

Tell us where AI work is getting stuck. We’ll shape a practical programme around the workflows, roles and tools already in play.