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Barriers To A.I Adoption In Enterprise Environment


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Barriers To A.I Adoption In Enterprise Environment

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Barriers To A.I Adoption In Enterprise Environment

  1. 1. barriers to a.i adoption in enterprise environment
  2. 2. hello! I am Abhinav Sabharwal You can find me at skyabhinav@username
  3. 3. ““Adoption is the biggest challenge. Even with a crazy ROI you are still having to deal with organization structure, budgets, etc.” - Alan O’Herlihy, Founder and CEO, Everseen.
  4. 4. What’s slowing companies down from AI adoption Let’s look at three factors slowing companies down from seizing this opportunity?
  5. 5. 1. Leadership
  6. 6. Leadership ✘Too many people , with unclear, overlapping responsibilities, in the enterprise “owns” AI. ✘Every functional area now invests in technology outside the sphere of the CIO: ✘One department races ahead, or the IT organization adapted too slowly ✘Organizations with many, well-established data and analytics teams which tend to work in silos
  7. 7. 2. Picking the right problems
  8. 8. Picking the right problems ✘Picking projects based on who in the organization asked for help with AI, ✘Projects on the fringes of the core business ✘Lots of small projects that fail to get the attention of senior leaders.
  9. 9. 3. Skills
  10. 10. Skills ✘Shortage of AI brainpower and talent ✘Teams vary greatly in size, capability and skill level. ✘Lack of dedicated team for digital innovation
  11. 11. thanks! Any questions?