SES AI's Q1 2025: Navigating Contradictions in Revenue Streams, AI Growth, and Pricing Strategies

Friday, May 2, 2025 12:49 pm ET1min read

Contradiction Point 1

Revenue Stream Breakdown and Software Revenue Growth

It highlights a shift in company strategy regarding the mix of revenue streams, which impacts financial forecasting and investor expectations.

What is the expected revenue stream breakdown in the outlook? - Mark Shooter (William Blair)

2025Q1: This year, revenue is expected to come primarily from BESS, with the rest from a mix of EV and drone/robotics applications. Next year and beyond, this could change. - Qichao Hu(CEO)

Can you discuss the economics of contract manufacturing? Is the 63% Q4 gross margin a benchmark to consider? - Winnie Dong (Deutsche Bank)

2024Q4: We have -- we have 5 tiers, and then they are divided into pure software and also software plus servers... It's a mix of onetime fee that includes the on-prem installed setup and then recurring in the form of subscription to this tool as well as once we find this molecule, there's almost like a royalty payment for us to hide the molecules. - Qichao Hu(CEO)

Contradiction Point 2

AI Revenue Model and Growth Potential

It highlights a change in the reported growth potential and revenue model for the AI accelerated material discovery, which is essential for understanding the company's future financial prospects.

What is the rationale behind the share buyback authorization? Can you provide an overview of the pricing structure for the Molecular platform and how you plan to roll it out to customers for assets and recurring revenue? - Winnie Dong (Deutsche Bank)

2025Q1: We have 5 tiers, and then they are divided into pure software and also software plus servers... It's a mix of onetime fee that includes the on-prem installed setup and then recurring in the form of subscription to this tool as well as once we find this molecule, there's almost like a royalty payment for us to hide the molecules. - Qichao Hu(CEO)

What is the revenue mechanism for AI accelerated material discovery? - Yan Dong (Water Tower Research)

2024Q3: The AI accelerated material discovery will have a business model combining subscription and product revenue. Clients can pay a fee per year for access to the AI model and also purchase electrolyte products resulting from new molecule discoveries. This model aims to change the battery industry significantly. - Qichao Hu(CEO)

Contradiction Point 3

Pricing Strategy for Molecular Universe

It involves changes in pricing strategy for a key product, which affects revenue projections and customer adoption.

What is the rationale behind the share buyback authorization? Can you provide a brief overview of the pricing structure for the Molecular platform and how you plan to roll it out to customers? - Winnie Dong (Deutsche Bank)

2025Q1: We have 5 tiers, and then they are divided into pure software and also software plus servers... It's a mix of onetime fee that includes the on-prem installed setup and then recurring in the form of subscription to this tool as well as once we find this molecule, there's almost like a royalty payment for us to hide the molecules. - Qichao Hu(CEO)

Can you discuss the economics of contract manufacturing? Is the 63% Q4 gross margin a preliminary metric to consider? - Winnie Dong (Deutsche Bank)

2024Q4: Each tier has a different level of input and output. And at the highest level, you can get everything we offer there, but at the -- at the lowest level, you can just get one -- one single input output. And that's where we start. - Qichao Hu(CEO)

Revenue stream breakdown and software revenue growth, AI revenue model and growth potential, pricing strategy for Molecular are the key contradictions discussed in SES AI's latest 2025Q1 earnings call.



Record Revenue and Transformational Year:
- achieved a new record for revenue of $5.8 million in Q1 2025.
- The growth was driven by strong performance in the EV segment and the upcoming launch of the Molecular Universe platform.

Gross Margin and Asset-Light Model:
- SES AI delivered a strong gross margin of 79% in Q1, consistent with expectations.
- The high margin profile is attributed to the company's asset-light business model and the All-in on AI strategy.

Molecular Universe Platform Launch:
- The company announced the launch of the Molecular Universe software and service platform on April 29.
- The motivation for Molecular Universe is to mass produce material discovery and development services, enhancing competitiveness across various battery markets.

Strong Financial Position and Capital Management:
- SES AI concluded Q1 with a strong liquidity position of $240 million with no debt.
- The focus remains on disciplined execution and building the foundation for long-term and scalable growth while maintaining a strong gross margin and controlling costs.

Tariff Resilience and Strategic South Korean Facility:
- The company's South Korean facility in Chungju has proven valuable due to its strategic location, providing resilience against geopolitical uncertainties and tariff tensions.
- The facility's versatility, with multiple lines for pouch, cylindrical, and prismatic cells, contributes to its strategic importance.

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