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Driving Observability Through Machine Learning and Predictive Analytics

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Driving Observability Through Machine Learning and Predictive Analytics

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This research from leading IT research firm Enterprise Management Associates (EMA) evaluated how machine learning changed the landscape of observability into a critical foundation of predictive analytics in driving business outcomes.

These slides provide insights into this research, including:

- Observability in today’s landscape

- Implanting an observability solution in a hybrid, multi-cloud environment

- Successes and challenges of implementing an observability solution

- How observability enhances the data-driven journey

- Key components of a successful observability solution

This research from leading IT research firm Enterprise Management Associates (EMA) evaluated how machine learning changed the landscape of observability into a critical foundation of predictive analytics in driving business outcomes.

These slides provide insights into this research, including:

- Observability in today’s landscape

- Implanting an observability solution in a hybrid, multi-cloud environment

- Successes and challenges of implementing an observability solution

- How observability enhances the data-driven journey

- Key components of a successful observability solution

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Driving Observability Through Machine Learning and Predictive Analytics

  1. 1. Driving Observability Through Machine Learning and Predictive Analytics William Schoeppner Research Director wschoeppner@enterprisemanagement.com Sponsored by . . .
  2. 2. Watch the On-Demand Webinar • Driving Observability Through Machine Learning and Predictive Analytics On-Demand Webinar: https://info.enterprisemanagement.com/machine-learning-and- predictive-analytics-webinar-ws • Check out upcoming webinars from EMA here: https://www.enterprisemanagement.com/freeResearch
  3. 3. | @ema_research Featured Speaker Will is an accomplished information technology and business operations leader with more than 25 years of experience developing, managing, and leading business operations, integrated technology, and vendor management. Prior to joining EMA, he led Strategy and Performance for the Governor’s Office of Information Technology as the Deputy Chief Strategy Officer. © 2022 Enterprise ManagementAssociates, Inc. 3 | @ema_research Will Schoeppner Director of Research Enterprise Management Associates
  4. 4. | @ema_research Sponsor © 2022 Enterprise ManagementAssociates, Inc. 4 | @ema_research
  5. 5. | @ema_research The Maturity of a Successful, Data-Driven Organization 1 2 4 Agenda © 2022 Enterprise ManagementAssociates, Inc. 5 3 The Foundation of Data Management Business Success in Adapting ML/AI to Observability The Challenges in a Complex Landscape Trends in Predictive Analytics and Observability 5 6 7 Finding the Right Observability Solution Summary Observations
  6. 6. | @ema_research Demographics © 2022 Enterprise ManagementAssociates, Inc. 6 Total Qualified: 155 Location Total: 1382 Company Size: 1,000+ 49% US 17% France 16% Germany 17% UK
  7. 7. | @ema_research Demographics © 2022 Enterprise ManagementAssociates, Inc. 7
  8. 8. The Maturity of a Successful, Data- Driven Organization
  9. 9. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 9
  10. 10. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 10
  11. 11. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 11
  12. 12. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 12
  13. 13. The Foundation of Data Management
  14. 14. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 14
  15. 15. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 15
  16. 16. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 16
  17. 17. Business Success in Adapting ML/AI to Observability
  18. 18. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 18
  19. 19. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 19
  20. 20. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 20
  21. 21. The Challenges in a Complex Landscape
  22. 22. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 22
  23. 23. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 23
  24. 24. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 24
  25. 25. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 25
  26. 26. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 26
  27. 27. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 27
  28. 28. Trends in Predictive Analytics and Observability
  29. 29. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 29
  30. 30. Finding the Right Observability Solution
  31. 31. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 31
  32. 32. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 32
  33. 33. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 33
  34. 34. | @ema_research © 2022 Enterprise ManagementAssociates, Inc. 34
  35. 35. Summary Observations
  36. 36. | @ema_research Thanks to Research Sponsor © 2022 Enterprise ManagementAssociates, Inc. 36 | @ema_research

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