From Hype to Profit: Navigating the Real Economics of Automotive AI
- SBD Automotive
- 1 天前
- 5 分钟阅读
Updated: 6 hours ago
On April 15, 2026, SBD Automotive will host a live webinar tackling one of the most pressing questions facing the industry today: how do you turn automotive AI from a source of excitement into a driver of sustainable profit?
Titled “The Profitability Path of Automotive AI – From ‘Hype’ to ‘Sustainable Profit’,” this session is designed for decision-makers navigating the rapidly evolving landscape of software- and AI-defined vehicles. As generative AI becomes embedded across both in-vehicle systems and the broader cloud ecosystem, automotive players are under increasing pressure to move beyond experimentation and deliver measurable financial returns.
This webinar cuts through the noise to focus on what’s working right now and what it takes to build AI strategies that scale.
Why This Webinar Matters Now
The automotive industry is undergoing a profound transformation. Vehicles are no longer static products; they are becoming dynamic, software-defined platforms powered by AI. This shift unlocks enormous potential, but also introduces new complexity.
Many organizations have already invested heavily in AI capabilities, from voice assistants to predictive systems and connected services. Yet a critical challenge remains: monetization. Too often, AI features are launched without clear pathways to revenue, creating what some industry leaders describe as “zombie features” technically impressive, but commercially ineffective.
At the same time, cost structures are evolving. AI development and deployment bring new variables into play, including token-based pricing models, cloud infrastructure costs, and edge computing considerations. The traditional CAPEX-heavy automotive model is increasingly giving way to more flexible, service-oriented OPEX approaches.
Against this backdrop, understanding how to align technology, cost, and customer value is no longer optional. It’s essential!
What You’ll Learn
This webinar delivers actionable insights into how automotive OEMs and their partners are already generating value from AI. Key themes include:
Monetization strategies that work today: From subscription models to in-vehicle commerce and voice-enabled transactions
Cost optimization at scale: How token economics, cloud-edge hybrid deployment, and cost compression strategies are shaping AI economics
Feature prioritization frameworks: Identifying “hero” features that drive engagement and revenue, while avoiding costly “zombie” features
Voice AI as a revenue engine: The evolution from simple voice commands to fully integrated, agent-driven commerce experiences
ROI transformation: How AI is reshaping investment decisions, shifting from CAPEX to OPEX, and redefining profitability metrics
Rather than focusing on future possibilities alone, the session emphasizes real-world application and what leading organizations are doing today to bridge the gap between innovation and impact.
Meet the Experts
The webinar brings together a panel of industry leaders who are actively shaping the future of automotive AI:
Stefano Marzani – Amazon Web Services - As Worldwide Leader for Emerging Technologies for Automotive and Manufacturing at AWS, Stefano Marzani focuses on solving some of the most complex challenges in safety-regulated industries. With over 20 years of experience spanning IoT, cloud platforms, vehicle architectures, and human-machine interaction, he has played a key role in advancing cloud-to-vehicle “environmental parity” architectures. His work is helping accelerate the shift toward software-defined vehicles, enabling more efficient development of autonomous capabilities and connected services.
Dani Cherkassky – Kardome - Dani Cherkassky, CEO and Co-Founder of Kardome, is a speech-AI expert leading innovation in real-time, edge-based voice technologies for complex environments. With a PhD in speech AI, Dani is focused on solving one of the most persistent challenges in automotive AI: delivering reliable performance in noisy, real-world conditions. His work addresses the gap between technical capability and user experience, ensuring that voice interfaces are not only functional but commercially viable.
Stas Matviyenko – SoundHound AI - As VP of Monetization at SoundHound AI, Stas Matviyenko leads the development of agentic voice commerce platforms that enable seamless transactions through AI-driven interactions. A seasoned entrepreneur and former Founder & CEO of Allset, Stas has a proven track record of building and scaling successful technology platforms. Named to the Forbes 30 Under 30 list, he brings a strong perspective on how voice AI can evolve into a powerful revenue-generating channel within the connected vehicle ecosystem.
Andy Qiu – SBD Automotive - Andy Qiu Senior Manager at SBD Automotive, specializing in AI, cybersecurity, and 5G. With over 15 years of IT experience and a decade in automotive, he has collaborated with more than 30 OEMs on advanced connectivity and security solutions. Andy’s work bridges technical innovation and business strategy, helping organizations navigate the transition to software-defined vehicles while making informed, ROI-driven decisions.
The session will be moderated by Robert Fisher of SBD Automotive, who will guide the discussion and facilitate an interactive panel and audience Q&A.
Key Topics to Be Explored
Each speaker will bring a unique perspective to the profitability challenge:
Leveraging the cloud to scale AI success
Exploring token economics, cloud-edge hybrid architectures, and cost compression pathways that enable scalable deployment
Crossing the performance gap
Understanding the monetization readiness pyramid, overcoming churn barriers, and addressing in-vehicle voice challenges
Monetizing the connected vehicle
Examining voice AI business models, from command-based systems to full voice commerce ecosystems, and identifying OEM success patterns
Rethinking ROI in the age of AI
Analyzing the shift from CAPEX to OPEX, the risks of unprofitable features, and how to prioritize investments that deliver measurable returns
Together, these perspectives provide a comprehensive view of how AI is reshaping both the technical and economic foundations of the automotive industry.
Who Should Attend
This webinar is designed for professionals across the automotive and mobility ecosystem who are responsible for shaping, delivering, or monetizing AI-driven solutions.
This includes:
Product and platform leaders defining next-generation vehicle experiences
Software and AI teams building and deploying intelligent systems
Connected vehicle and digital services leaders exploring new revenue streams
Monetization and business strategy teams focused on ROI and profitability
Innovation and transformation leaders navigating the shift to software-defined vehicles
Whether you are early in your AI journey or looking to scale existing deployments, this session will provide valuable insights to inform your strategy.
Turning Insight into Action
The transition to AI-defined vehicles represents one of the most significant shifts in automotive history. But success will not be determined by technology alone—it will depend on the ability to translate innovation into sustainable business value.
This webinar offers a rare opportunity to learn from experts at the forefront of this transformation, gain clarity on what’s working in the market today, and walk away with practical frameworks you can apply immediately.
Join SBD Automotive on April 15, 2026, to explore the profitability path of automotive AI and take the next step toward turning potential into performance.
About the companies
Kardome delivers on-device Voice AI that makes voice UI perform reliably in real-world conditions. Powered by Spatial Hearing AI and Cognition AI, it localizes sound sources, identifies who’s speaking, and understands what they mean in context, enabling hands-free, frustration-free voice-led experiences from noisy car cabins to shared living spaces and beyond. Trusted by leading automotive and smart home brands, Kardome works with technology partners such as NVIDIA and is deployed in more than 11 million devices to date. Visit Kardome.com to discover how Kardome is revolutionizing voice technology for automotive, consumer, and enterprise markets.
SoundHound’s independent voice AI platform connects people to brands through customized conversational experiences that voice-enable products, services, and apps while giving companies access to their valuable data and analytics for greater control and brand ownership of the customer experience. Visit SoundHound AI to find out more.
Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud, enabling customers to build almost anything they can imagine. We offer the greatest choice of innovative cloud and AI capabilities and expertise, on the most extensive global infrastructure, with industry-leading security, reliability, and performance. See more at Amazon Web Services.