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AI for Business
O R G A N I Z A T I O N
P L A T I N U M S P O N S O R S
Thank you!
C O L L A B O R A T O R S
@davidcsa
david.carmona@microsoft.com
A passion for both technology and business / marketing. In my career
between business and technical leadership roles, I'm usually pointed as
the technical guy in Business and the business guy in Engineering, and
I'm proud of it!
David Carmona
General Manager, Microsoft AI
AI
Perception
Understand the
world around us
Cognition
Reasoning on
top of data
Learning
Learn over time without
direct intervention
Source Gartner, 2019
Source BCG, 2017
84%
14%
75%
23%
Strategy Culture Leadership
Strategy
Technical
Departments
Business Units
Employees
Applications
Business processes
Augmentation
AI applications
Vision Speech KnowledgeLanguage
Business processes
Zone to Win: Organizing to Compete in an Age of
Disruption (Geoffrey Moore)
Employees
Introducing the citizen data scientist
Demo
Culture
Qualities of an AI-ready culture
Empowering ResponsibleData-driven
DEFINITION DEVELOPMENT OPERATIONS
Implementing MLOps
Implementing a data hub
PracticesPrinciples Tools
Fairness
Inclusiveness
Transparency
Accountability
Privacy and Security
Reliability and Safety
Responsible MLOps lifecycle
External partnerships
Governance Homomorphic Encryption
Differential Privacy
Interpret ML
Secure MPC
Data Drift
Demo
Leadership
The real AI heroes
1
2
3
Thanks and …
See you soon!
Thanks also to the sponsors.
Without whom this would not have been posible.
O R G A N I Z A T I O N
P L A T I N U M S P O N S O R S
C O L L A B O R A T O R S

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Cómo redefinir tu organización con IA

Hinweis der Redaktion

  1. Apollo 11 – 12 missions before that, each of them with great breakthroughs Apollo 7 – first live television broadcast from space Apollo 8 – first crewed flight to the moon, 10 orbits Apollo 10 – full dress rehearsal, with lunar module getting to just 15 kilometers from surface
  2. T-Stream - proactive service that can carry out maintenance for customers before breakdowns occur. In the future, the company will be able to change its business model completely thanks to data. Connected trucks will also allow Toyota to move towards predictive service, repairing trucks before anything can happen, aiming for zero breakdowns.
  3. From our perspective, fostering an AI-ready culture requires: being a data-driven organization, empowering people to participate in the AI transformation and creating an inclusive environment that allows cross-functional, multidisciplinary collaboration, and creating a responsible approach to AI to that addresses the challenging questions AI presents. Transition: Let me explain these concepts in more detail <click>
  4. I hope you’ve been INSPIRED by the INNOVATION you’ve seen today