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Sidhu Philippines Inclusive Innovation with AI and Data
1. Ikhlaq Sidhu, content author
Ikhlaq Sidhu
Founding Faculty Director
Sutardja Center for Entrepreneurship & Technology
Department of Industrial Engineering & Operations Research
IEOR Emerging Area Professor Award
Innovation & Entrepreneurship
and AI
4. Ikhlaq Sidhu, content author
Answer# 2: Many News Stories about our Curriculum
5/27/2017 Meat substitutes are on the curriculum at UC Berkeley - San Francisco Chronicle
http://www.sfchronicle.com/business/article/Meat-substitutes-are-on-the-curriculum-at-UC-10881462.php 1/5
By Jonathan Kauffman | January 24, 2017 | Updated: January 25, 2017 2:44pm
0
Meat substitutes are on the
curriculum at UC Berkeley
Biz & Tech
IMAGE 1 OF 4
Ricardo San Martin, a chemical engineering professor, leads the Challenge Lab researching meat substitutes.
Photo: Scott Strazzante, The Chronicle
5/27/2017 Meat substitutes are on the curriculum at UC Berkeley - San Francisco Ch
Banking Un
Course - Stu
Singapore
Most UC Berkeley students will tell you that they’re
shooting for an A. But the 45 young men and women
packing a Barrows Hall classroom this Monday were
pursuing more ambitious goals: saving the world,
and perhaps winning $5,000 in the process.
The students are enrolled in a four-credit Challenge
Lab at the Sutardja Center for Entrepreneurship &
Technology, a practicum that pits teams against one
another to develop the most innovative plant-based
meat.
At the lab’s second gathering, there were no Tofurky
samples on hand. Instead, Christie Lagally, a senior scientist with the Go
the students a PowerPoint crash course on the reasons the world needs m
“Factory farming allows us to have an affluence of meat,” she told them,
several dozen charts illustrating the downside of our omnivorous appetit
figures, animal agriculture produces up to 24 percent of greenhouse gase
About 7 Stories about our plant
based meat focus area including
Vice Magazine and SF Chronicle
12. Ikhlaq Sidhu, content author
Real-life Example: ZestCash
• “All data is credit data”
Online Loan Application
Name: JOE SMITH
Online Loan Application
Name: Joe Smith
The data says: greater credit risk! The data says: lesser credit risk!
Reference: Shomit Ghose
Example: Data and Information is a competitive advantage
14. Ikhlaq Sidhu, content author
1. Knowing your customer, better targeting and relationship.
E.g. Target, Disney, Netflix
2. Improving physical product or servicer with complimentary information:
E.g. UPS, FedEx
3. Data-driven reliability or security
E.g. GE, BMW, Siemens
4. Information Brokers, Arbitrage, and Trading Opportunities:
E.g. Investment funds.
5. Improving the customer journey/experience..
E.g. Harrah’s
6. Functional Applications: HR/Hiring, Operations etc..
Eg Walmart, Baseball, Sports
7. Efficiency or better performance per dollar cost.
E.G. General IT, SAP, etc
8. Risk Management, regulation, and compliance
Eg. Compliance 360
Top 8 Business Models Using Data & AI
25. Ikhlaq Sidhu, content author
Advice for Getting Started
• Don’t boil the ocean.
– Pick one or a few test projects
– Be strategic: use SWOT, Disrupt Self, and Data Biz Model
methods
• Develop the Narratives for Value Creation and Strategy
– Validate internally and externally
• Skills in leadership and technology are limitations
– High end consulting does not help
• Start with small experiments and verify that they are
working
– Understand the innovation / learning process
Brand vs
Wallet Share