Road to Project Zero

geniant
  • 0.0 (0)
  • Tech News
  • Semiweekly

Why do so many AI initiatives fail to deliver on their promise? The answer may lie in what businesses don't know about themselves. Road to Project Zero is a limited series from geniant, The Experience-Driven AI Leader, exploring how artificial intelligence, knowledge graphs, and autonomous systems are reshaping the future of business. Drawing on geniant's expertise in human-centered technology and experience-driven AI, the series examines what it takes to move from AI experimentation to meaningful business transformation. From uncovering hidden organizational knowledge to building intelligent systems that understand how companies actually operate, Road to Project Zero explores the connections between AI adoption, business process automation, customer experience, and employee experience. Discover why the future of autonomous business starts with understanding the knowledge already inside your organization. The journey to Project Zero starts with geniant.

Episodes

  1. Oct 27

    Why AI Pilots Stall Before Enterprise Scale: The Hidden Knowledge Problem

    Most AI pilots work, and then they stall before they reach enterprise scale. One big reason is hidden knowledge: expertise spread across your company that nobody wrote down. Everyone holds a piece of it, nobody sees the whole picture, and if your people can’t see it, neither can AI. In Episode 1 of The Road to Project Zero, Joe Pardavila from Forbes Books sits down with Chris Byler, Principal of Applied AI at geniant, an AI consulting, design and engineering partner for the enterprise. Chris is helping build Project Zero, geniant’s platform for taking AI from successful pilot to enterprise scale. They cover where hidden knowledge comes from, including “CEO flybys,” job-security hoarding and the telephone effect. They also get into why many leaders still treat AI as a purchase rather than a new way of working, and how knowledge graphs keep AI aligned with your business. Chris explains how Project Zero takes in company knowledge through its “Sense” and “Extract” modules, why a ticketing system is the first view of the knowledge graph, and why the hardest part is keeping people from handing their judgment over to AI. If your team has an AI pilot that worked but hasn’t scaled, that’s exactly the problem geniant solves.  Learn more about Project Zero and start a conversation with their team at geniant.com. Subscribe so you don’t miss the next episode, and share this one with a leader on your team who’s trying to make AI work at scale. What You’ll Learn What “hidden knowledge” is, and why it quietly stops AI from scaling across an enterpriseHow company culture creates knowledge silos, including job-security hoarding, CEO flybys and the telephone effectHow a knowledge platform can keep private information private while still sharing what other teams need, and how it gives people credit for their workWhy most AI adoption stalls: companies see AI as a SaaS tool instead of a way to connect people, ideas and systemsThe ’80s computer comparison: why “AI writes my documents” misses the bigger pictureKnowledge graphs in plain English (nodes, edges, and Wikipedia as an example)Why a ticketing system is the first user experience of a knowledge graph, with work locked to humans or handed off to agentsHow Project Zero’s Sense and Extract modules collect organizational knowledge without becoming “Big Brother”What becomes possible afterward: software factories, marketing building its own architecture-aligned products, and CEOs getting their dashboards without pulling engineers off other workThe hard part: catching AI hallucinations (“finding the lie”) and keeping humans from surrendering their abilities to AITimestamps 00:00 – Why AI pilots stall: the hidden knowledge problem 00:57 – What makes Project Zero different (and where the name came from) 02:18 – What hidden knowledge looks like inside a company 04:05 – Culture, job security and “CEO flybys” 06:00 – Sharing knowledge without breaking security 07:50 – Getting credit for your work 08:58 – What’s slowing down AI adoption 11:45 – The “credit card AI” mindset of legacy companies 13:00 – The lesson from computers in the ’80s and ’90s 14:00 – AI as a “capable individual”: the house-building analogy 16:20 – Alignment: giving AI the minimum knowledge it needs 17:00 – Knowledge graphs in plain terms 19:40 – What a knowledge graph looks like (the Wikipedia example) 22:15 – User experience: the ticketing system as a knowledge graph 24:30 – Making a flood of AI output manageable: a visual graph of the work 27:00 – Generating reports, charts and tables on demand from your knowledge 28:30 – How hidden knowledge gets collected: Sense & Extract 30:20 – Not Big Brother: organizational knowledge, not employee monitoring 32:45 – Humans in the loop: experts signing off 33:30 – What becomes possible: software factories and beyond 34:45 – Marketing, CEOs and work across departments 37:30 – The hard part: “finding the lie” 39:00 – Don’t surrender your abilities to AI 40:10 – Keeping the genie in the bottle 41:00 – The one takeaway 43:00 – Coming up next: knowledge acquisition in practice 43:55 – Wrap-up

  • 1 Episode

About

Why do so many AI initiatives fail to deliver on their promise? The answer may lie in what businesses don't know about themselves. Road to Project Zero is a limited series from geniant, The Experience-Driven AI Leader, exploring how artificial intelligence, knowledge graphs, and autonomous systems are reshaping the future of business. Drawing on geniant's expertise in human-centered technology and experience-driven AI, the series examines what it takes to move from AI experimentation to meaningful business transformation. From uncovering hidden organizational knowledge to building intelligent systems that understand how companies actually operate, Road to Project Zero explores the connections between AI adoption, business process automation, customer experience, and employee experience. Discover why the future of autonomous business starts with understanding the knowledge already inside your organization. The journey to Project Zero starts with geniant.

Information

  • Creator
    geniant
  • Years Active
    2026
  • Episodes
    1
  • Rating
    Clean
  • Copyright
    © Forbes Books
  • Show Website
    Road to Project Zero