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Makia LabsAI on Monday Morning
Published journey

Rivinnov

Engineering consultancy · 11-25 · Standard Workshop · 5/5 phases

We stopped saying "AI everywhere" and picked one report that takes six days too long.

  1. Phase M

    PROC-1

    Completed

    Our "AI everywhere" ambition was really three separate problems: slow client reporting, scattered R&D knowledge, and proposal writing. We only own the first two.

  2. Phase A

    PROC-2

    Completed

    How might we cut the time between a client site visit and a delivered report from 6 days to 1, without losing the engineer’s voice?

  3. Phase K

    PROC-3

    Completed

    Prototyped a report drafter fed by voice notes from site. Rough, but two engineers produced a readable draft in 12 minutes.

  4. Phase I

    PROC-4

    Completed

    Tested on 4 real visits. Accuracy fine on measurements, weak on context. Decision: keep the human review step, no exceptions.

  5. Phase A

    PROC-5

    Completed

    Owner: Léa (ops). Weekly review for 6 weeks, one page of "what it got wrong" kept in the open. Nothing rolls out until that page is boring.

Your turn

Run the same five phases with your team

Same 55 cards, about an hour, no account needed. Publish yours and the next team reads it here.

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