autonomous vehicles - duke university...what is an autonomous car? known as self driving car is a...

29
Autonomous Vehicles Aaron DePass, Elena Cavallero, Anthony Haddad, Yemi Kolawole, Jordan Burstion, Blaire Zhang, Farzeen Najam

Upload: others

Post on 08-Jul-2020

2 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Autonomous Vehicles

Aaron DePass, Elena Cavallero, Anthony Haddad, Yemi Kolawole, Jordan Burstion, Blaire Zhang, Farzeen Najam

Page 2: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Overview

1. INTRODUCTION2. PATENT

3. VALUE INFLECTION POINT AND FINANCING4. MARKET

5. COMPETITION6. CUSTOMER SEGMENTATION

7. VALUE PROPOSITION8. REGULATION9. CONCLUSION

Page 3: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

What is an autonomous car?● known as self driving car is a vehicle that is capable of detecting its environment using machine

learning algorithms and without any human input● Main parts of an autonomous vehicle:

Page 4: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

IP Protection

● Patents have been used to protect several hardwares and softwares in autonomous vehicles.

● Several patents have been filed by companies to secure the inventions of different ways autonomous

vehicles operate. Cologne Institute for Economic Research identified and analyzed 5,839 patents

related to autonomous driving!

● Examples: autonomous vehicle with fuel cell and autonomous flushing system, autonomous vehicle

using laser detection, cars with a different modified algorithm.

Patents are important since they provide protection from other companies in terms of securing

inventions. It restricts competitors, giving companies revenue stream by dominating the market.

Page 5: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Value inflection points

Past:

1. Ideation of partial automation

2. Prototype development

Future:

3. Enter the real market

4. Scale and establishment

Page 6: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Funding and Partnerships

www.consultancy.uk

Page 7: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

High-Level Assessment

Scale production +

Establishment of the product +

Develop connectivity

Product Production

+Testing

Sell first product + Collect consumers evaluation +

Implementation of the technology

Go-to-Market Strategy

Page 8: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Market Opportunity

Page 9: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Market Attractiveness

● The Global Self-Driving Car Market is expected to reach around $20 billion by 2024 with the projected growth of 25.7% from 2016 to 2024.

● Transportation will always be an issue for everyone on earth● Technology is transferable to other industries● Good for the environment● Things to Consider:

○ Increase in funding for public transportation has increased (i.e. lightrails)

○ Cost of fuel increasing

Page 10: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Market Size

● 7.6 million cars and trucks at a net revenue of ~ 77.25 billion dollars in 2016.

● There are currently about 16 companies working on self-driving cars ranging in expected launch from 2018 to 2025 . With almost all companies working on average of two cars

● Comparing to the virality of Tesla and the electric car industry - who sold 80,000 car in 2017

● If the each of the current companies sold half as much as Tesla

● (77.25 billion / 7.6 million) X 40,000 cars sold X 16 companies =

$2.8 billion

Page 11: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Factors Affecting Pricing

● Technology ○ The technology itself to make a car self driving cars can cost up to $250,000

● Willingness to pay○ Costs of self operated cars should decrease○ Cost of autonomous vehicle will be expensive

● Safety○ Hacking ○ Lack of Control

● Competition○ Between other self-driving cars

Page 12: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Competitive Analysis

Page 13: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

“Navigant Research assessed all the self-driving-car players and released a leadership grid in April [of 2017] showing who is most poised to bring Level 2, Level 3, and Level 4 self-driving cars to market in the next decade.”

“Navigant Research Leaderboard: Automated Driving Vehicles.” Navigant Research, 29 Jan. 2018, www.navigantresearch.com/research/navigant-research-leaderboard-automated-driving-vehicles.

Muoio, Danielle. “RANKED: The 18 Companies MostLikely to Get Self-Driving Cars on the Road First.”Business Insider, Business Insider, 27 Sept. 2017,www.businessinsider.com/the-companies-most-likely-toget-driverless-cars-on-the-road-first-2017-4.

Page 14: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Relative strength / Market shareLeadership Grid Context

Navigant has judged The Leadership Grid based on the following 10 criteria. A score of 100 is optimal.

● Vision ● Go-to market strategy● Partners● Production strategy● Technology● Sales● Marketing and distribution● Product capability● Product quality and reliability● Product portfolio● Staying power

“Navigant Research Leaderboard: Automated Driving Vehicles.” Navigant Research, 29 Jan. 2018, www.navigantresearch.com/research/navigant-research-leaderboard-automated-driving-vehicles.

Page 15: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Developments

Ford

● “Ford will have a fully autonomous vehicle in operation by 2021” ● “Committed to expanding its research in advanced algorithms, 3-D mapping,

radar technology and camera sensors.”● “Announced four key investments and collaborations”

○ Velodyne, SAIPS, Nirenberg Neuroscience LLC and Civil Maps

● Announced they would be collaborating with Lyft

a fully autonomous vehicle in operation by 2021

“Looking Further.” Ford Corporate, corporate.ford.com/innovation/autonomous-2021.html.

Hawkins, Andrew J. “Ford and Lyft Will Work Together to Deploy Autonomous Cars.” The Verge, The Verge, 27 Sept. 2017, www.theverge.com/2017/9/27/16373574/ford-lyft-self-driving-car-partnership-gm.

Page 16: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Customer Identification

Page 17: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Consumer approach

● Tech savvy early adopters○ Income○ Area

● Commuters ○ Income○ Number of children○ Area○ Commute time

● People physically unable to drive○ Age○ Income○ Ability

Page 18: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Business approach

● Taxi / Ride hailing companies○ Driver Salary○ Area○ Bankroll

● Trucking companies○ Route○ Driver Salary○ Bankroll

● US Department of Transportation

Page 19: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Taxi / Ride Hailing Companies

● Services one of the 22 states where regulation allows AV● Bankroll: >100k per car so at least 1m to front 10 cars● (Cost of AV) / (Vehicle lifetime) < 3 (driver yearly salary) == 10k < 3(salary)

Page 20: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Value Proposition + Market Research

Page 21: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Value Proposition

Benefits of self driving:

● Improved safety● Reduced traffic● Enhanced mobility/increased productivity en route

Bonus points:

● Data analytics for utilization of generated data● Laying a foundation for

○ creating personalized trip experiences ○ high quality in-vehicle products & services

SafetyMobility EfficiencyComfort

Page 22: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Market Research

Initial Questions to Consider:

1. What are their pains and concerns?2. What are the pains and concerns of their customers3. What are their expectations of an optimized self driving solution?4. How much are they willing to pay?5. Given full autonomy of the car, what types of services are they wishing to supply

to passengers?6. What are existing partnerships and how well do they serve the passengers?

Page 23: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Regulatory Bodies

Development | Launch | Marketing

Page 24: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Federal Motor Vehicle Safety Standards

Page 25: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

https://www.nhtsa.gov/sites/nhtsa.dot.gov/files/fmvss-quickrefguide-hs811439.pdf

Page 26: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

ENACTED LEGISLATIONAR Regulates the testing of vehicles with autonomous technology, relates to vehicles equipped with

driver-assistive truck platooning systems.

CA Extends the repeal date of provisions authorizing the Department of Transportation to conduct testing of technologies that enable drivers to safely operate motor vehicles with less than 100 feet between each vehicle or combination of vehicles.

CA Authorizes the Livermore Amador Valley Transit Authority to conduct a shared autonomous vehicle demonstration project for the testing of autonomous vehicles that do not have a driver seat in the driver's seat and are not equipped with a steering wheel, a brake pedal, or an accelerator.

GA Relates to motor vehicles, exempts persons operating an automated motor vehicle with the automated driving system engaged from the requirement to hold a driver's license, provides for satisfaction of requirement to notify law enforcement in certain instances of collisions by automated motor vehicles, provides for certain equipment and insurance requirements, provides for registration requirements, provides for exclusive jurisdiction governing such vehicles.

ND Relates to the operation and regulation of autonomous vehicles, requires authorization to operate an automated driving system equipped vehicle on a highway in this state, regulates the integration and testing of automated driving system equipped vehicles on the public highway system.

Page 27: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Marketing...The Art of the Deal(ership)

Manufacturers heavily rely on car dealerships:

1. Building isn’t selling 2. Affordability 3. Guaranteed earnings 4. Market penetration 5. Local service centers

Regulation will apply to both: Large campaigns sponsored by manufacturers and more localized advertising conducted by dealerships.

Page 28: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Regulatory Hurdles & Value Impact

1. So who’s driving? a. Google requested an interpretation of NHTSA b. Google’s system “could be” legally the same as a

human driver

2. How is the system recognized as a legal driver?

3. Who develops the test? 4. What should the test include?5. If the AV needs a license, can states then set

restrictions?6. Liability7. Data

● Mobility-as-as service● Network effects for

affordability ● Data and logistics

Page 29: Autonomous Vehicles - Duke University...What is an autonomous car? known as self driving car is a vehicle that is capable of detecting its environment using machine learning algorithms

Conclusion

Partnerships + Lobbying + “S-Curves”