Physical AI pivot scales fast against auto price pressure
- The Strategic Growth Initiatives segment is ramping much faster than expected, prompting a doubling of 2026 guidance to RMB200 million to RMB300 million.
- Non-ADAS revenue is expected to cross the 50 percent threshold in the third quarter of 2026.
- Auto customers like Xiaomi are adding secondary suppliers for multi-LiDAR programs, increasing price competition in the core car market.
- The company maintained a gross margin near 40 percent while shifting volume to the lower-priced ATX sensor.
- The United States Department of Defense 1260H listing remains a persistent geopolitical overhang for Western expansion.
More than just car sensors
The bull case for Hesai rests on its rapid shift from a pure auto LiDAR vendor to a full physical AI infrastructure provider. Its Strategic Growth Initiatives segment is scaling quickly, driven by the Kosmo spatial intelligence platform and robotic actuation modules. Management doubled its 2026 revenue guidance for this segment to up to RMB300 million and targets USD 100 million with segment breakeven in 2027. This fast growth means non-ADAS revenue is set to surpass 50 percent of total sales in the third quarter of 2026, which de-risks the auto-only narrative.
In the core auto market, the multi-LiDAR trend is expanding the total addressable market. Automakers are moving toward three to six sensors per vehicle. Hesai uses its vertical integration and shared product architectures to protect gross margins near 40 percent even as average selling prices compress.
The bear case centers on rising competition and geopolitics. Key customers like Xiaomi are beginning to dual-source sensors from rivals like RoboSense to avoid giving Hesai monopoly pricing power. That could pressure long-term market share and margins. Meanwhile, the United States Department of Defense 1260H blacklist restricts Pentagon procurement and creates reputational friction for Western buyers, even though the Commerce Department classified Hesai products as EAR99.
Hardware margins meet recurring software
Hesai built its business by selling LiDAR hardware with high gross margins. It achieves this through vertical integration, including building its own ASICs, and sharing design architectures across different product lines. For example, the AT and ATX series share more than 85 percent of their components. This allows the company to lower costs faster than automakers push down selling prices.
The model is now evolving into three layers: See, Understand, and Act. The core LiDAR sensors represent the 'See' layer. The new Kosmo spatial intelligence platform represents the 'Understand' layer, which management believes will generate recurring cloud and software revenue because it compounds the value of digitized spaces over time. Finally, the 'Act' layer includes new robotic actuation modules that target the fast-growing humanoid and robotics markets.
The main question for investors is whether the higher-margin software and cloud revenues from Kosmo can scale fast enough to offset the margin degradation from the mass-market ATX sensor ramp.
A wider physical AI shelf
ATX mass-market ADAS LiDAR
ATX is the high-volume sensor for driver assistance systems, priced around $150 to win mass-market vehicle programs.
ETX high-performance LiDAR
ETX targets higher-end autonomy with the Picasso chip, the first 6D full color SPAD-SoC that fuses color and 3D geometry.
Infinity I LiDAR solution
Infinity I packages Hesai sensors for L2 to L4 systems, pairing a forward-facing ETX with FTX blind spot LiDARs for full coverage.
Kosmo spatial intelligence device
Kosmo introduces recurring software and cloud revenue by moving the company beyond raw perception into understanding physical spaces.
Robotic actuation modules
These new modules represent the 'muscles' of physical AI, targeting humanoid robots and automated industrial systems.
JT and FTX non-ADAS sensors
These sensors serve robotics and light mobility, boasting a backlog of over 10 million units for robotic lawnmowers like Dreame and MOVA.
Almost all revenue is still LiDAR
The mix reflects fiscal 2025 Form 20-F revenue categories. While management has introduced a new Strategic Growth Initiatives reporting view in 2026, the historical annual baseline is nearly entirely LiDAR products.
What could break
Customer dual-sourcing
High impact · High oddsKey customers like Xiaomi are adding secondary suppliers like RoboSense for multi-LiDAR programs. Automakers want to prevent Hesai from achieving monopoly pricing power, which could hurt volume allocations and long-term pricing leverage.
ATX price cannibalization
High impact · High oddsATX is priced low enough to win mass-market cars, but it is replacing the higher-priced AT128 units fast. If the software and robotics segments do not grow quickly, this mix shift could pressure overall margins.
DoD 1260H overhang
High impact · Medium oddsHesai remains on the United States Department of Defense 1260H list. This restricts Pentagon procurement starting in mid-2026 and causes reputational friction with Western buyers, despite a favorable EAR99 classification from the Commerce Department.
SGI software adoption
Medium impact · Medium oddsKosmo and actuation modules are meant to turn Hesai into a physical AI platform. The risk is that customers continue to buy hardware sensors but build their own software, leaving Hesai with hardware-only margins.
In one breath
What does Hesai Group actually sell?
Hesai sells LiDAR sensors for cars and robots, and is expanding into software platforms and robotic actuation modules for physical AI.
Is Hesai profitable?
Yes, for full-year 2025 it reported RMB435.9 million of net income, marking a major shift from previous years of net losses.
Why does the ATX product matter so much?
ATX is the lower-priced LiDAR aimed at mass-market cars. It drives huge unit volume but can lower average selling prices as it replaces older products.
What is the biggest risk for HSAI stock?
The biggest combined risk is customer dual-sourcing driving down prices, paired with geopolitical issues like the United States Department of Defense 1260H listing.
Sources and research notes
This page combines Finn's company research with public filings and other cited materials. The thesis is reviewed when material company information changes; Finn Scores use the latest available scoring data.
- Thesis reviewed
- August 23, 2026
- Score data
- September 27, 2026
- Reviewed by
- Shivam Bharuka
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