Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director...

16

Transcript of Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director...

Page 1: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob
Page 2: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Kimberly NevalaStrategic advisor, SAS

Peter GuerraNorth America Chief Data Scientist, Accenture

Capt. Michael J. KanaanDirector of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator

Rob StillwellSenior VP and Business Analytics Officer, Seacoast Bank

Page 3: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

AI Adoption Is Nascent

Page 4: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

AI and Business Strategy

“You don’t focus on ‘I’m going to go do AI.’ You focus on

‘I’m going to do supply chain better, and I’m going to leverage AI to do that.’”

Peter Guerra

Page 5: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Connection and Collaboration

Page 6: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

The Collaboration Challenge for the U.S. Air Force

Page 7: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Cultivating AI & Technology Literacy

Page 8: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

CIO and Technology Enablement

“ … AI and machine learning experts are putting quite high demands on

IT, more demand in terms of agility in IT. The difference

between IT that works and IT that doesn’t work for machine learning

is quite big. ”Astrid Undheim

Page 9: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

AI is the Tip of the Iceberg

Mature Data Management81%

Mature Cloud/Data Center 73%

Mature Development Processes and Workflows73%

Mature Cybersecurity 71%

Advanced AI Practice

Page 10: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

The New Data Mindset

“ If you say, ‘Let’s just start gathering data,’ you might not be going down the best path. ”

Rob Stillwell

Page 11: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Making AI Operational

Page 12: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Risk and Reward in AISix Areas of High Concern

1. Deliver inadequate return on investment.

5. Produce results that humans cannot explain.

3. Be used unethically.

2. Produce bad information.

4. Support biased, potentially illegal decisions.

6. Be too unpredictable tomanage adequately.

Page 13: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Aligning Outcomes with Intent

“ No one at any of the companies that have had issues on this ethics piece got up in the morning and said, ‘I’m going to make a

discriminatory AI…’ ”Capt. Michael J. Kanaan

Page 14: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Managing Ethics and Risk

Page 15: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob

Copyr ight © SAS Inst i tute Inc . A l l r ights reser ved.

Providing Transparency and Explainability

Page 16: Kimberly Nevala · North America Chief Data Scientist, Accenture Capt. Michael J. Kanaan Director of Operations for the U.S. Air Force-MIT Artificial Intelligence Accelerator Rob