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Difficulties of implementing AI Features to an established product company

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В презентации Михаил Допира поделился сложностями внедрения AI решений в продуктовые компании

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Difficulties of implementing AI Features to an established product company

  1. 1. Time Doctor case study WHY IS IT SO DIFFICULT TO IMPLEMENT AI FEATURES TO AN ESTABLISHED PRODUCT COMPANY?
  2. 2. ● ~100K active users ● 50+ million work hours tracked
  3. 3. TASK: PREDICT WHO WILL QUIT JOB OR BE FIRED
  4. 4. MODEL RESULTS WERE QUITE GOOD:
  5. 5. CLIENTS WERE NOT INTERESTED IN PREDICTIONS
  6. 6. AI ALONE CANNOT SOLVE THE FUNDAMENTAL ISSUES
  7. 7. AI FEATURES ARE NOT THAT EASY TO SELL
  8. 8. IT IS ALL ABOUT TRUST AND LONG TERM COOPERATION

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