Financial Data and Key Metrics Changes - Aeva achieved record revenue in 2025, with Q4 revenue at $5.6 million and full-year revenue at $18.1 million, reflecting a doubling of revenues compared to 2024 [23][24] - Non-GAAP operating loss for Q4 was $23.8 million and $102 million for the full year, with a 17% decline in full-year non-GAAP operating loss driven by a 12% reduction in operating expenses [23][24] - Total available liquidity at the end of 2025 was $246.9 million, consisting of $121.9 million in cash equivalents and marketable securities, and $125 million in an undrawn facility [24] Business Line Data and Key Metrics Changes - Aeva doubled its revenue in 2025, driven by increased sensor shipments and expanding applications, including significant contributions from customers like Daimler Truck and a top European passenger OEM [10][23] - The company successfully completed on-road validation of its Atlas B samples for Daimler Truck and is on schedule to deliver final C samples this year [8][18] Market Data and Key Metrics Changes - Aeva is expanding into the defense market, with a first win with Forterra, a key provider of autonomous mission systems, indicating a growing pipeline in defense applications [15][39] - The company is also targeting the physical AI market, leveraging its partnership with LG Innotek to tap into this rapidly growing sector [9][44] Company Strategy and Development Direction - Aeva aims to solidify its leadership position in sensing and perception, targeting four or more commercial wins in 2026 across automotive and non-automotive applications [18][19] - The company plans to increase manufacturing capacity and expand into new applications, including industrial robotics and physical AI, with a focus on launching new products like Omni [19][44] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in the growing demand for Aeva's perception solutions, highlighting the importance of partnerships with industry leaders like NVIDIA and LG Innotek [5][10] - The company anticipates another major year in 2026, focusing on execution and supporting existing programs while maintaining financial discipline [20][27] Other Important Information - Aeva's partnership with LG Innotek includes an investment of up to $50 million to support joint product development and increase production capacity [9][24] - The company is positioned to capture a significant portion of the $80 billion market opportunity across various applications, including defense and industrial automation [15][26] Q&A Session Summary Question: Can you elaborate on the NVIDIA relationship? - Aeva's collaboration with NVIDIA is significant, involving a production program for an OEM and validating LiDAR technology, with potential for multiple OEMs to adopt Aeva's solutions [30][31] Question: What are the competitive dynamics with the top 5 passenger OEM? - Aeva's technology transition from Time-of-Flight to FMCW is a key driver for engagement with the top 5 OEM, with a focus on delivering differentiated performance [36][38] Question: What is the pipeline like in the defense market? - The defense market is growing, with Aeva's technology addressing key challenges in GPS-denied environments, leading to increased interest and traction from defense customers [39][50] Question: How does LGI enable Aeva to tap into the physical AI market? - LGI is a key partner for Aeva in the physical AI market, providing credibility and resources to develop new products based on FMCW technology [44][46] Question: Are there any delays expected in existing programs due to OEM pullbacks? - Aeva sees opportunities arising from OEMs looking to future-proof their technology stacks, with a focus on transitioning to Level 3 automation [61][62]

Financial Data and Key Metrics Changes - Aeva achieved record revenue in Q4 2025 of $5.6 million and $18.1 million for the full year, reflecting a doubling of revenues compared to 2024 [22] - Non-GAAP operating loss was $23.8 million in Q4 and $102 million for the full year, with a 17% decline in the full year loss driven by a 12% reduction in operating expenses [22] - Total available liquidity at the end of 2025 was $246.9 million, consisting of $121.9 million in cash equivalents and marketable securities, and $125 million in an undrawn facility [23] Business Line Data and Key Metrics Changes - Aeva doubled its revenue in 2025, driven by increased sensor shipments and expanding applications, including NRE revenues from customers like Daimler Truck and a top European passenger OEM [9][22] - Shipments of Aeva's Eve precision sensors began in late 2025, with plans to ramp up production in 2026 [8] Market Data and Key Metrics Changes - Aeva is positioned to capture a growing market opportunity exceeding $80 billion across various applications, including automotive, industrial automation, and defense [14] - The defense market is identified as a significant growth area, with Aeva's technology being selected by Forterra for autonomous vehicle systems [15][37] Company Strategy and Development Direction - Aeva aims to solidify its leadership position in sensing and perception, targeting four or more commercial wins in 2026 across automotive and non-automotive applications [19][24] - The company is focused on increasing manufacturing capacity and expanding into new applications, including physical AI and robotics, through strategic partnerships like the one with LG Innotek [8][19] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in the growing demand for Aeva's perception solutions, particularly in the automotive sector, and highlighted the importance of partnerships with industry leaders like NVIDIA [5][12] - The company anticipates continued revenue growth in 2026, targeting $30 million to $36 million, representing a 70%-100% year-over-year increase [24] Other Important Information - Aeva's partnership with LG Innotek includes a $50 million investment to support joint product development and production capacity [8] - The company successfully completed on-road validation of its Atlas B samples with Daimler Truck and is on schedule to deliver final C samples [7] Q&A Session Summary Question: Can you elaborate on the NVIDIA relationship? - Aeva's collaboration with NVIDIA is significant, involving the deployment of Atlas Ultra and integration into the DRIVE Hyperion platform, which could lead to multiple OEM partnerships [28][30] Question: What are the competitive dynamics with the top five passenger OEM? - Aeva is well-positioned due to its transition from Time of Flight to FMCW technology, which is seen as essential for future-proofing AV stacks [34][36] Question: How robust is the pipeline in the defense space? - The defense market is growing, with Aeva's technology addressing key challenges in GPS-denied environments, leading to increased interest from various defense customers [37][48] Question: Will LG Innotek enable Aeva to tap into the global physical AI opportunity? - LG Innotek is a key partner for Aeva in expanding into the physical AI market, leveraging their scale and resources for new product development [41][43] Question: Why is there increasing interest from defense customers now? - The growth in defense budgets and the need for advanced AI-based solutions are driving interest in Aeva's technology, which offers advantages in dynamic environments [46][48]

Fourth Quarter and Full Year 2025 Results © 2026 Aeva, Inc. Legal Disclaimer Forward-looking Statements This presentation contains certain forward-looking statements within the meaning of the federal securities laws. Forward-looking statements generally are identified by the words "believe," "project," "expect," "anticipate," "estimate," "intend," "strategy," "future," "opportunity," "plan," "may," "should," "will," "would," "will be," "will continue," "will likely result," and similar expressions. These fo ...

Group 1 - The article discusses the challenges in generating high-fidelity 4D LiDAR data for autonomous driving simulations, highlighting issues with sensor characteristics, data sparsity, and controllability [2][4][8] - It introduces a novel hybrid cylindrical-spherical (HCS) coordinate voxelization method that addresses the inherent defects of Cartesian coordinates, allowing for efficient 4D data encoding while preserving geometric details [9] - The article presents the Ray-Centric World Models for 4D LiDAR sequences, emphasizing the importance of spatiotemporal attention mechanisms in modeling LiDAR sequences and ensuring temporal coherence [10][12] Group 2 - The MaskSTART framework is proposed for precise scene synthesis, utilizing a 4D point cloud alignment voxel layout as conditional input to enhance control over scene structure [12][20] - Experimental results demonstrate significant improvements in reconstruction, prediction, and generation tasks using the proposed methods, with metrics showing a 32% increase in IoU and a 60% reduction in MMD compared to baseline methods [21][22][28] - Ablation studies validate the effectiveness of the HCS coordinate system and the collaborative value of the spatial ray attention (SRA) and causal spatiotemporal attention (CSTA) modules in enhancing model performance [30][31]

Core Insights - Aeva Technologies is making significant progress in its partnership with Daimler Truck, focusing on the development of next-generation commercial trucks with a specific timeline for production [1][3] - The initial prototype builds have been completed, integrating Aeva's 4D LiDAR technology, which is crucial for real-world testing and software refinement [1][7] - The next milestone includes the delivery of Atlas C-sample units in 2026, which will undergo rigorous testing to ensure they meet performance goals for commercial vehicles [2][7] - The production of Daimler Truck's automated truck platform is scheduled to start in 2027, with Aeva's technology being a core component of this initiative [3][7] Industry Moves - Luminar Technologies is enhancing its LiDAR production through partnerships, focusing on cost reduction and sensor miniaturization, while also targeting markets beyond passenger vehicles [4] - Innoviz Technologies is expanding its automotive partnerships and scaling manufacturing for its InnovizTwo LiDAR platform, aiming to reduce costs through in-house production [5] Financial Performance - Aeva Technologies' shares have more than doubled in 2025, indicating strong market interest [6] - The company currently trades at a forward price-to-sales ratio of over 22, which is significantly higher than the industry average, and carries a Value Score of F [8]

Core Insights - LG Innotek has formed a strategic partnership with Aeva to advance in the LiDAR market, focusing on the supply and joint development of next-generation LiDAR technology [1][3][6] Company Developments - Aeva is recognized for developing the world's first 4D LiDAR using FMCW technology, which enhances long-range object-sensing capabilities and is already in use by major automakers like Daimler Truck [2][3] - LG Innotek will manufacture an ultra-slim, ultra-long-range FMCW LiDAR module capable of detecting objects up to 500 meters away, which is designed for mounting behind the front windshield of vehicles, reducing the size by 44% compared to existing products [4][5] Market Outlook - The global LiDAR market is projected to grow from USD 2.4 billion in 2024 to USD 15.4 billion by 2030, reflecting an average annual growth rate of 36% [3] Strategic Initiatives - The partnership includes a joint development agreement for FMCW LiDAR aimed at various applications, including autonomous vehicles, robots, and industrial automation, with LG Innotek planning to invest approximately USD 50 million in this venture [6][7] - LG Innotek is expected to acquire a 6.0% equity stake in Aeva as part of the collaboration [7] Future Plans - Both companies aim to announce a cooperation roadmap at the upcoming 'Aeva Day' event, highlighting their commitment to leading the next-generation LiDAR market [10][11]

Core Insights - Aeva Technologies (AEVA) and Innoviz Technologies (INVZ) are leading players in the LiDAR market, which is crucial for self-driving cars, smart cities, and industrial applications [1] - Both companies are targeting a multi-billion-dollar market but have different strategies and financial health [3][4] Company Strategies - AEVA utilizes "4D LiDAR" technology that can detect object speed and is expanding into infrastructure and industrial applications [2] - Innoviz focuses on "automotive-grade" LiDAR and has established strong partnerships with major car manufacturers, generating income from engineering work while awaiting mass production [3][7] Financial Performance - AEVA's revenue for Q1 2025 was $3.4 million, while Innoviz reported $17.4 million, indicating a significant disparity in financial health [6][8] - Innoviz's revenues increased 2.5 times year-over-year, driven by profitable engineering services and a gross profit margin of 40% [9] Revenue Outlook - AEVA is projected to generate over $17 million in revenue for 2025, reflecting a 90% growth from a low base [14] - Innoviz is expected to achieve $60 million in revenues for 2025, more than triple AEVA's forecast, with stronger growth anticipated into 2026 [16] Valuation Comparison - AEVA's stock trades at 45 times its expected future sales, indicating a high valuation compared to Innoviz, which trades at just over 3 times its expected future sales [12] - This valuation difference suggests market skepticism regarding AEVA's ability to convert partnerships into substantial revenues [12] Market Performance - Over the past year, AEVA's stock has surged over 500%, while Innoviz's stock has increased by 138%, reflecting differing investor sentiment and business results [11] - AEVA's stock performance appears driven by investor excitement, while Innoviz's aligns more closely with its actual revenue growth [11] Conclusion - Both companies are pursuing significant opportunities in the LiDAR sector, but Innoviz's established revenue base, strong automotive partnerships, and disciplined cost management position it as a more stable investment choice [18][19]

Core Insights - Aeva Technologies (AEVA) and Luminar Technologies (LAZR) are leading companies in the LiDAR sector, focusing on autonomous vehicles and industrial automation [1][3] - Both companies have made strategic pivots and technological advancements, attracting investor interest [1][3] Aeva Technologies (AEVA) - AEVA has experienced significant momentum in 2025, expanding beyond the automotive market with its 4D LiDAR technology, which offers real-time velocity and depth data [5][6] - The company secured a partnership with a Fortune 500 tech firm, receiving a commitment of up to $50 million, which positions AEVA for long-term supply agreements with a top-10 global passenger OEM [6] - AEVA is targeting 100,000 units in annual production capacity by the end of 2025, having already secured over 1,000 orders for its Eve 1 precision sensor [7] - AEVA's stock has increased nearly 240% year-to-date, reflecting market optimism, but raises questions about future success being priced in [12][14] - Analysts forecast AEVA's EPS to improve by 21.7% in 2025 and 12.2% in 2026, driven by industrial revenues and automotive ramp-ups [16] Luminar Technologies (LAZR) - Luminar has improved its balance sheet by repurchasing $50 million of convertible notes and securing a $200 million capital facility, enhancing its liquidity through at least the end of 2026 [8] - The company is transitioning to its Halo platform, which is expected to streamline deployment and reduce development costs, with a formal launch anticipated in late 2026 or early 2027 [9] - Luminar's LiDAR technology will be featured in Caterpillar's off-highway trucks and is already implemented in Volvo's EX90, showcasing its industrial and automotive partnerships [11] - LAZR's stock is down approximately 31% this year due to commercialization delays, but its current valuation may present an attractive opportunity if it can deliver on its Halo roadmap [12][14] - Analysts expect LAZR to post a 53.6% EPS improvement in 2025, indicating stronger bottom-line leverage as revenues scale [18] Comparative Analysis - AEVA trades at a forward sales multiple of approximately 31.6, indicating aggressive growth expectations, while LAZR trades at 1.6X forward sales, suggesting a more grounded valuation [14] - Both companies are navigating the early stages of LiDAR commercialization, with AEVA showing fresh momentum and rapid industrial expansion, while LAZR offers better valuation support and a clearer path to high-volume deployment [20][21]