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Collaborative Maturity track

Collaborative AI Maturity

Shared libraries, team rituals, peer review, and teaching teammates.

The track that moves AI practice from "I know how to use it" to "our team knows how to use it". Four modules on shared libraries, team rituals, peer review, and the small coaching moves that multiply one skilled user into a team of them.

~153 minutes5 modules · 29 lessons

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By the end of this track, you will

  • Build a shared prompt library with named ownership and a quarterly review.
  • Run one recurring team ritual that compounds AI practice over a year.
  • Set up a pair-review arrangement that catches the errors you stopped noticing.
  • Coach teammates with specificity and invitation, not framings and prescriptions.

Syllabus

  1. Module 1

    Shared prompt libraries

    Going from individual prompt libraries to a team-level one that actually gets used. The shape that works and the shape that rots.

    • LWhy individual libraries are not enough~5 min
    • LThe shape of a useful shared library~5 min
    • DDrill: recognise the dying library~3 min
    • LOnboarding new hires to the library~5 min
    • DDrill: find the weak library practices~5 min
    • LSet up your team's first shared library this week~8 min
    • DDrill: handle a tough prompt call~5 min

  2. Module 2

    Team rituals

    Recurring team moments that spread AI practice. The four rituals worth running and the trap of running too many.

    • LWhy rituals beat one-off training~5 min
    • LThe four rituals worth running~6 min
    • DDrill: pick the first ritual~3 min
    • LRunning the ritual well~5 min
    • DDrill: diagnose the stalling ritual~5 min
    • LRun your first ritual this week~6 min
    • DDrill: defend the ritual~5 min

  3. Module 3

    Peer review for AI output

    Catching what individuals miss. How to review a colleague's AI-drafted output efficiently, and how to receive review without it feeling like a test.

    • LWhy peer review catches what you miss~5 min
    • LThe ten-minute review format~5 min
    • DDrill: spot the review priority~3 min
    • LReceiving review well~5 min
    • DDrill: find the review failures~5 min
    • LSet up a pair-review arrangement~6 min
    • DDrill: recover from a painful catch~5 min

  4. Module 4

    Teaching teammates

    How to help your colleagues get better at AI without it feeling like training. The small moves that turn one skilled AI user into a team of them.

    • LTeach by example, not by lecture~5 min
    • LAnswer the question behind the question~5 min
    • DDrill: question behind the question~3 min
    • LThe coaching conversation~5 min
    • DDrill: find the coaching failures~5 min
    • LHave the hard conversation this week~6 min
    • DDrill: coach up~5 min

  5. Module 5

    Capstone

    Eight questions across the four modules. Clear 70% to earn the certificate.

    • QFinal quiz~14 min