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Watch now | Recording of AURA - Juha Korpela & Shane Gibson on 30th October 2026

Raw and unedited

Top 3 things:

  1. Helsinki Data Week’s format :
    a speaker-led Tuesday followed by clearly labelled partner sessions kept the event affordable while giving vendors space for substantive talks.

  2. An ontology is more than AI-generated descriptions of existing data:
    Juha distinguished its content, format, and storage, and argued that an organisation’s unique concepts need to be worked out with the business.

  3. AI is changing data work, but governance and usability lag:
    the conversation covered shadow AI, client-data boundaries, and the gap between tools useful to enthusiasts and tools that can scale across an organisation.



Got a Question you want to ask and have answered in the next AURA session, leave a comment and we got you!


Information Product Canvas Workshop

“That’s not what I wanted.”
“But that’s what you asked for.”

Shane runs a 6 hour workshop on the Information Product Canvas, a repeatable way to gather data requirements in 30 minutes. The approach he actually uses with stakeholders, not a textbook version that falls apart on contact with messy data and vague requirements.

He runs it regularly.

Latest dates : Gather data requirements in 30 minutes using a shared language

Workshop details : https://maven.com/agiledataguides/info-prod

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