|  | |  |  | Excellent synopsis of the various verticals and progress to date.  Well worth a read or two. 
 ainvest.com
 
 Some excerpts ......
 
 <<- Ouster shifts from hardware to software-driven Physical AI, expanding partnerships in mining, defense, and smart cities.
 
 - Q1 2025 revenue rose 26% YoY to $32.6M, with $171M cash reserves and 35-40% gross margins signaling financial stability.
 
 - August 7 earnings report will test growth projections, with software revenue share and new contracts critical for investor confidence.
 
 - Strategic cloud solutions like Gemini and 3D Zone Monitoring position Ouster to capture $12.5B lidar market growth by 2030.>>
 
 The emphasis on software is something I've anticipated for several years and imho a key component of revenue growth.
 
 <<Ouster's shift from a hardware-centric model to a software-driven Physical AI platform is reshaping its value proposition. The BlueCity traffic management solution, now deployed at 800 sites globally, exemplifies this pivot. By processing 4 million labeled objects in real time using NVIDIA's edge computing hardware, BlueCity enhances safety and efficiency in smart cities—a $12.5 billion market expected to grow exponentially by 2030.>>
 
 <<Key partnerships are amplifying this momentum:
 - Komatsu: A multi-million-dollar contract to integrate Ouster's Rev 7 lidar into autonomous mining vehicles, replacing outdated 2D systems with 3D sensing for precision and safety.
 - Lazze Pico: A $1.5 million deal for real-time traffic analytics and
 security in European cities, expanding Ouster's software-attached sales by 60% year-over-year.
 - U.S. Department of Defense: Approval of Ouster's OS1 lidar for unmanned aerial systems (UAS), marking a first for 3D lidar in defense applications and opening access to a high-margin market.
 
 These contracts, coupled with Ouster's 4,700 sensors shipped in Q1 2025, highlight a diversification of revenue streams. Software-attached sales now account for a growing portion of total bookings, with the company aiming to double its addressable market through innovations like 3D Zone Monitoring and a cloud portal for unified management. >>
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