www.codiax.co

1. The Accelerating AI revolution:
Opportunities and Challenges for
the Tech Industry

4. “AI is the science and engineering
discipline of getting machines to behave
intelligently”
Andrew Ng

5. "As soon as it works, no one calls it A.I.
anymore.”
John McCarthy

6. 2003
• Source: Quid®
• Slides by Debra Daniellson CA
NLP / Semantic
Music / Image / Video Editing
Medical Diagnosis (Symptoms)
Education
Document
Classification 2003 – A few pioneers

7. 2009
Neural Network Tools
Content
Discovery
Marketing
Industrial Automation
Data Mining /
Visualization
NLP / Semantic
Medical Imaging &
Diagnosis
Image & Facial Recognition
Music / Image / Video Editing
Games
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Pharma
AI Consulting
2009 – some areas
emerging – NLP, Games,
Document Classification
• Source: Quid®
• Slides by Debra Daniellson CA

8. 2010
Machine
Learning
Platforms
Customer
Service
Chatbots
Neural Network Tools
Content
Discovery
Marketing
FinTech
Calendar / Personal Asst
Industrial Automation
IoT
Data Mining /
Visualization
NLP / Semantic
AI Consulting
Retail / Shopping
AR / VR
Medical Imaging &
Diagnosis
Image & Facial Recognition
AI Toolkits
Music / Image / Video Editing
Games
Self-Driving
Vehicles
Wearables
Job Seeking / Recruiting
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Speech Understanding
Drones
Pharma
Travel
Logistics
2010 – Almost all clusters have
at least one player. Games,
cybersecurity, NLP, Content
discovery and Marketing getting
some critical mass.
• Source: Quid®
• Slides by Debra Daniellson CA

9. 2013
Machine
Learning
Platforms
Customer
Service
Chatbots
Neural Network Tools
Content
Discovery
Marketing
FinTech
Calendar / Personal Asst
Industrial Automation
IoT
Data Mining /
Visualization
NLP / Semantic
AI Consulting
Retail / Shopping
AR / VR
Medical Imaging &
Diagnosis
Image & Facial Recognition
AI Toolkits
Music / Image / Video Editing
Games
Self-Driving
Vehicles
Wearables
Job Seeking / Recruiting
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Speech Understanding
Drones
Pharma
Travel
Real Estate
Q&A
Logistics
2013 – Density emerging in the
“central area”; where the basic
technologies are developing and
the number of startups that use
one or more core tech
increases.
• Source: Quid®
• Slides by Debra Daniellson CA

10. 2014
Machine
Learning
Platforms
Customer
Service
Chatbots
Neural Network Tools
Content
Discovery
Marketing
FinTech
Calendar / Personal Asst
Industrial Automation
IoT
Data Mining /
Visualization
NLP / Semantic
AI Consulting
Retail / Shopping
AR / VR
Medical Imaging &
Diagnosis
Image & Facial Recognition
AI Toolkits
Music / Image / Video Editing
Games
Self-Driving
Vehicles
Wearables
Job Seeking / Recruiting
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Speech Understanding
Drones
Pharma
Travel
Real Estate
Q&A
Logistics
2014 – critical mass
emerges in many areas:
density in the core
technologies. A tipping
point.
• Source: Quid®
• Slides by Debra Daniellson CA

11. 2015
Machine
Learning
Platforms
Customer
Service
Chatbots
Neural Network Tools
Content
Discovery
Marketing
FinTech
Calendar / Personal Asst
Industrial Automation
IoT
Data Mining /
Visualization
NLP / Semantic
AI Consulting
Retail / Shopping
AR / VR
Medical Imaging &
Diagnosis
Image & Facial Recognition
AI Toolkits
Music / Image / Video Editing
Games
Self-Driving
Vehicles
Wearables
Job Seeking / Recruiting
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Speech Understanding
Drones
Pharma
Travel
Real Estate
Q&A
Logistics
2015 – FinTech, AR/VR,
Self-Driving Vehicles, Sales
Automation, Shopping, HR,
Education,
• Source: Quid®
• Slides by Debra Daniellson CA

12. 2016
Machine
Learning
Platforms
Customer
Service
Chatbots
Neural Network Tools
Content
Discovery
Marketing
FinTech
Calendar / Personal Asst
Industrial Automation
IoT
Data Mining /
Visualization
NLP / Semantic
AI Consulting
Retail / Shopping
AR / VR
Medical Imaging &
Diagnosis
Image & Facial Recognition
AI Toolkits
Music / Image / Video Editing
Games
Self-Driving
Vehicles
Wearables
Job Seeking / Recruiting
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Speech Understanding
Drones
Pharma
Travel
Real Estate
Q&A
Logistics
2016 – Chatbots go wild.
More of everything else.
• Source: Quid®
• Slides by Debra Daniellson CA

13. 2017
Machine
Learning
Platforms
Customer
Service
Chatbots
Neural Network Tools
Content
Discovery
Marketing
FinTech
Calendar / Personal Asst
Industrial Automation
IoT
Data Mining /
Visualization
NLP / Semantic
AI Consulting
Retail / Shopping
AR / VR
Medical Imaging &
Diagnosis
Image & Facial Recognition
AI Toolkits
Music / Image / Video Editing
Games
Self-Driving
Vehicles
Wearables
Job Seeking / Recruiting
Medical Diagnosis (Symptoms)
Education
Sales Automation
Document
Classification
CyberSecurity
Speech Understanding
Drones
Pharma
Travel
Real Estate
Q&A
Logistics
3000 companies founded
after 2000
• Source: Quid®
• Slides by Debra Daniellson CA

14. An Economic Lens
What will AI make cheap?
What does that mean?

17. Perception of the World

20. Source: Jeff Dean at AI Frontiers: Trends and
Developments in Deep Learning Research

21. Create Content

22. To be afraid
or not to be?

24. Design
Learning/Trai
ning
TransparencyLegal
Policy

25. So What Does this Mean for Jobs?

27. And what does it mean for you?
AI is HOT HOT HOT
And
Huge Shortage of AI Talent