Smarter vehicles.
Safer humans.
Accelerating the development of autonomous vehicles
DRIVEN TO UNLOCK THE FULL POTENTIAL OF AV
We believe autonomous vehicle (AV) technology can enable a more sustainable, safe, and mobile future. Together, we can help clients make the promise of autonomous vehicles a reality.
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Strategy and scale-up
We help companies navigate the ever-evolving autonomous and automated vehicles landscape. With capabilities including use cases, business models, geographic expansion, operational scale-up, and ecosystem development, we have the experience to help you drive AV forward.
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Development and testing
Next-gen autonomy requires a leap forward in artificial intelligence (AI). We can help companies make the jump by increasing the efficiency and effectiveness of AV development and testing through data pipeline optimization, AI model training, and verification and validation.
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Cybersecurity and trustworthy AI
Given the stakes, vehicle security and trustworthy AI in autonomous vehicles is critical. We can help companies develop safe, secure vehicles to ensure that human lives and data privacy are never at risk.
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The AV challenge and opportunity
Vehicle automation is here—yet full autonomy remains a long way off. Through innovative thinking and systematic planning and execution, you can realize the potential of AV.
Move AV forward with Deloitte
Deloitte offers a range of services and solutions to help you address opportunities and challenges in your AV journey.
Strategy
A complete suite of advisory services encompassing growth and market strategy, target use cases, business and revenue models, ecosystem strategy, and partnerships with a broad range of private- and public-sector stakeholders.
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Operational scale-up
Advisory and implementation services to accelerate the transition from R&D “experiments” and pilots to an at-scale business, including geographical deployment, relationships, and required enterprise backbone.
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Risk advisory
Services that help safeguard aspects of AV operations—from vehicle cybersecurity while in use to confirming high-quality AI that complies with regulatory safety standards.
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Autonomous development and testing
AV/Advanced Driver Assist Systems is one of the toughest deep-learning use cases; AI must be high performing under extremely tight constraints and must be developed efficiently given its compute intensity and costliness. Deloitte offers a complete set of services to optimize the efficiency and effectiveness of the end-to-end AI development and testing process.
Services by Lifecycle stage
Collect data
Curate
Label
Train
Test and validate
Optimizing development and testing
Deloitte can help address the range of challenges in the AV space.
Accelerating time
to market
Accelerating time to market
With many Original Equipment Manufacturers (OEMs) choosing to directly monetize AV functionality, getting to market first can have significant implications for revenue and differentiation. Deloitte offers advanced solutions to help autonomous vehicle manufacturers accelerate the complete end-to-end AI development and testing process, including:
- Synthetic data, which can be substituted for lar...
Reducing total cost
of ownership of AI
Reducing total cost of ownership of AI
Maximizing cost efficiencies requires a multi-pronged approach that involves leaning out the data pipeline to be orders of magnitude more efficient in ingesting and processing data, optimizing the costs of computing infrastructure to train AI models, and optimizing the verification and validation process using a fit-for-purpose environment. Deloitte brings several solutions to help address this challenge...
Scalability
Scalability
Achieving advanced autonomy requires a massive step-up in autonomous vehicle AI capability, data ingestion, model complexity, and computing power. Deloitte can help companies navigate this transition and “future-proof” themselves for the scale-up into Level 3 autonomy and beyond.
- Synthetic data can scale efficiently to generate vast numbers of scenarios—both “rare and valuable” as well as mainstream—with up to 80...
AI quality
AI quality
The shift toward advanced automation requires a dramatic increase in the sophistication of AI—all while performing safely. Deloitte helps organizations lead in AI development with the following:
- Synthetic data can generate “rare and valuable” edge cases that the AI must be trained on, but that are unlikely to be encountered by physical vehicle fleets...
Capability enhancement
Capability enhancement
- As companies advance toward the production and delivery of next-gen automation, technological requirements sharply increase, as do the human capabilities needed to curate and drive execution across the full AV technology stack.
- Deloitte can help you implement these required new capabilities, as well as address potential skill set and capability gaps by offering our solutions...
Technical complexity
reduction
Technical complexity reduction
- The existing AV development and testing stack of many companies has evolved organically by stitching together a broad array of tools, including home-grown solutions.
- While this approach has served the industry well thus far, it is likely not set up to deliver the next frontier of automation and autonomy, especially in terms of scalability, flexibility, and interoperability...
Our insights
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Perspective
How AI and V2X are modernizing our intersections
Thanks to artificial intelligence and vehicle-to-everything (V2X) communication, new tools are available to help our intersections become smarter, safer, and more efficient.
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Insight
Trustworthy behavior for autonomous vehicles
In light of the upcoming Artificial Intelligence (AI) Act by the European Commission, Deloitte has partnered with fortiss to assess the robustness of AI in autonomous driving.
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Alliances
Teamwork makes AVs work
NVIDIA and Deloitte deliver turnkey solutions for AV developers to offer a range of services for data generation, collection, ingestion, curation, labeling, and deep neural network training.
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Contact us
Reach out to discuss how Deloitte’s AV team can help your mobility organization lead in the new autonomous vehicle marketplace.
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