Knowledge

Knowledge center

Industrial AI practitioners need more than vendor pages — definitions, peer context, event archives, and implementation patterns they can cite and share. This hub gathers AI² publications, articles, news, events, and help in one place so you can learn, reference, and stay current without hunting across the site.

How to use this hub

Content here is curated for people building and adopting Industrial AI in production environments — brownfield integration, reliability requirements, and evidence-led evaluation. Pick a section below based on what you need right now, or use the quick links if you are new to AI².

  • Learn the fundamentals

    Articles and publications explain terminology, market context, and architecture patterns for engineering and operations teams.

  • Follow community momentum

    News and the Monthly Industrial AI Call surface what practitioners and partners are working on — and who is sharing lessons on the call.

  • Go deeper on implementation

    Case studies and event archives capture applied patterns from real deployments — useful when you need evidence, not hype.

  • Get practical help

    Help guides cover membership, Discord, LinkedIn, and how to join the practitioner network when you are ready to participate.

Start here

Browse by section

Each section below is a dedicated index — open one to explore publications, articles, news, events, case studies, or member help.

  • News

    Short updates and milestones from AI² and the broader practitioner network.

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  • Articles

    Evergreen guides and term explainers on Industrial AI—definitions, comparisons, and context for practitioners and search.

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  • Monthly Industrial AI Call

    Speaker one-pager: 1,000+ practitioner forum, monthly since 2023—invite external experts, startups, and industry leaders to the last-Friday Industrial AI call.

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  • Help

    Email to join, optional portal, LinkedIn, and Discord — details in FAQ.

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