{"id":92078,"date":"2026-11-12T18:28:53","date_gmt":"2026-11-12T10:28:53","guid":{"rendered":"https:\/\/wp-productionenv-bjg9h2g2bgg5b8aa.southeastasia-01.azurewebsites.net\/?p=92078"},"modified":"2026-11-12T18:36:47","modified_gmt":"2026-11-12T10:36:47","slug":"space-computing-constellations-divide-the-work-how-satellite-platform-suppliers-power-providers-computer-makers-and-operators-earn-revenue","status":"publish","type":"post","link":"https:\/\/starpath.global\/blog\/space-computing-constellations-divide-the-work-how-satellite-platform-suppliers-power-providers-computer-makers-and-operators-earn-revenue\/","title":{"rendered":"Space Computing Constellations Divide the Work: How Satellite Platform Suppliers, Power Providers, Computer Makers and Operators Earn Revenue"},"content":{"rendered":"

In the first half of 2026, ADA Space recognized approximately RMB 125 million in revenue from AI computing satellites, accounting for 55.1% of its total revenue. The amount was reported under \u201csatellites and related services\u201d in its prospectus.[1] During constellation construction, customers pay for development and delivery. Once the satellites are in orbit, who pays for a computing task or a monitoring result?<\/p>\n

On November 9, Sugon announced that Nebula Space Intelligence Technology, jointly established by 16 entities, had been incorporated and begun operations in Hefei. Its business scope extends from computing chips and space computers to inter-satellite connectivity and the scheduling of space and ground resources.[2]<\/p>\n

In May 2025, the first 12 satellites of the Three-Body Computing Constellation entered orbit, also marking the first launch under ADA Space\u2019s Star Compute program. ADA Space developed the satellite platforms and complete spacecraft, while Zhejiang Lab developed core payloads, including the onboard intelligent computers.[3][4]<\/p>\n

\n
Three-Body Computing Constellation: First 12 Satellites<\/div>\n\n\n\n\n\n\n
Organization<\/th>\nRole<\/th>\n<\/tr>\n<\/thead>\n
Zhejiang Lab<\/td>\nDeveloped core payloads, including onboard intelligent computers.<\/td>\n<\/tr>\n
ADA Space<\/td>\nDeveloped the satellite platforms and complete spacecraft.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
Launch date: May 14, 2025 \u00a0|\u00a0 Launch vehicle: Long March 2D \u00a0|\u00a0 Launch site: Jiuquan Satellite Launch Center<\/div>\n<\/div>\n

<\/p>\n

Table 1. Development responsibilities for the first 12 satellites of the Three-Body Computing Constellation. Diagram by Hangtian Zongtiguan, based on reports from China Aerospace Science and Technology Corporation and Xinhua.[3][4]<\/em><\/div>\n

Why Process Data in Space First?<\/h2>\n

The Power Infrared Satellite A is designed to monitor fires affecting forests and power infrastructure.[6] When a suspected fire appears near a transmission line, coordinates and a local image can allow teams on the ground to begin checking its location.<\/p>\n

\"An<\/p>\n

Figure 1.<\/em> Landsat 9 captured a wildfire on Santa Rosa Island, United States, on May 16, 2026. The thin orange-red line along the island\u2019s southeastern side marks the active fire front in this false-color image. Image: NASA Earth Observatory\/Lauren Dauphin, using Landsat data from the U.S. Geological Survey.[24]<\/figcaption><\/figure>\n

Suppose a satellite capable of onboard screening captures a 1 GB infrared image. Its downlink is already connected, and there is enough time to transmit the entire image. At an effective data rate of 100 Mbit\/s, transmission would take 80 seconds. If the satellite instead spends 10 seconds identifying suspected fire locations and then 1.6 seconds transmitting 20 MB of coordinates and local imagery, teams on the ground would receive results for review in 11.6 seconds.<\/p>\n

\"Compute<\/p>\n

Figure 2.<\/em> A satellite can transmit the complete image directly or first screen it onboard and send the coordinates and local imagery of suspected fires. Both timelines run from link establishment to receipt of the data on the ground. Ground teams then review the results and request the original image if necessary.<\/figcaption><\/figure>\n

Turning those observations into a response also requires software that connects detection with verification and action. STARPATH GLOBAL\u2019s wildfire monitoring solutions<\/a> combine satellite observations with drone and ground-based data through an in-house software platform, helping teams locate suspected hotspots, prioritize field checks and coordinate follow-up work.<\/p>\n

Google and Planet are pursuing a different approach. The Project Suncatcher prototype satellite entered orbit on October 1, 2026. Later that month, it received a prompt from Earth, generated a short poem using Gemma 4 onboard and transmitted the response back to the ground.[7][8] For this type of task, the input originates on Earth, so uplink data volume and the wait for a communication link must also be included in delivery time. If the task is assigned to another satellite, inter-satellite transmission must be counted as well.<\/p>\n

Satellite Platforms: Revenue from Development and Delivery<\/h2>\n

A spacecraft manufacturer can purchase a platform and integrate payloads developed in-house or sourced from other suppliers. ADA Space generally completes delivery of its spacecraft after successful launch, in-orbit deployment and customer acceptance. A small number of projects are delivered at the factory, with the customer arranging the launch.[1][9]<\/p>\n

The platform must provide the payload with power, thermal control, attitude control and communications. If subsequent satellites can reuse the same design and verification results, the initial development costs can be spread across more orders.[9]<\/p>\n

\"Compute<\/p>\n

Figure 3.<\/em> Of the 10 satellites launched together on October 14, 2026, eight formed the first batch of Group 02 under ADA Space\u2019s Star Compute program. Each square represents one satellite. Diagram by Hangtian Zongtiguan, based on public mission reports.[5][27]<\/figcaption><\/figure>\n

ADA Space\u2019s AI computing satellite business recorded a gross margin of 7.6% for the full year of 2025 and 55.4% for the first half of 2026. The company attributed the 2025 figure partly to low-margin experimental projects, while the first half of 2026 benefited from higher average selling prices and lower material procurement prices. Its consolidated financial statements nevertheless showed a net loss for the first half of 2026.[1]<\/p>\n

Under ADA Space\u2019s disclosed accounting policies, revenue from satellite sales is generally recognized when the customer accepts the satellite, associated data and software, and obtains control. The company typically incurs procurement, development and launch costs before receiving the corresponding payments. Its prospectus stated that launches and deliveries planned for 2026 were concentrated in the fourth quarter, with many orders still awaiting delivery and acceptance during the first half.[1]<\/p>\n

Space Power: Supplying Individual Units or Complete Subsystems<\/h2>\n

Power suppliers can provide individual units, such as solar arrays, batteries and power controllers, or deliver an entire electrical power subsystem. In its response to listing review inquiries, CETC Lantian disclosed that, based on its experience, solar arrays typically account for 60%\u201370% of the value of a spacecraft power system. That calculation excludes solar-wing structures, mechanisms and drive assemblies.[12]<\/p>\n

Supplying a complete power subsystem requires additional interface coordination, design work and integrated testing. Planning a sustained computing session, for example, requires checking both the payload\u2019s peak power demand and the energy balance over an entire orbit. During sunlight, the system must also charge the batteries; during eclipse, the batteries supply power. Component selection must therefore account for eclipse duration, usable battery capacity and the solar array\u2019s remaining generating capacity at the end of its service life.[10]<\/p>\n

\"New<\/p>\n

Figure 4.<\/em> Two types of solar arrays side by side on the International Space Station. An older array is shown on the left, with an ISS Roll-Out Solar Array (iROSA) on the right. Photo: NASA\/Don Pettit.[25]<\/figcaption><\/figure>\n

Most of the electricity consumed by chips becomes heat. Increasing computing power may also require a larger radiator area and additional heat-transfer hardware, adding spacecraft mass. If heat rejection cannot keep pace, the computing payload may have to operate at a reduced clock speed.[11]<\/p>\n

\"Onboard<\/p>\n

Figure 5.<\/em> During sunlight, solar arrays generate electricity and charge the batteries. During eclipse, batteries supply power. Heat from the computing payload is transferred to radiator surfaces and radiated into space. Diagram by Hangtian Zongtiguan, based on NASA materials on electrical power and thermal control.[10][11]<\/figcaption><\/figure>\n

Delivering a complete subsystem can increase the contract value per satellite, but the price must also cover the additional design and integrated-testing hours. Only when subsequent orders reuse verified interfaces and test plans do suppliers have an opportunity to avoid repeating some of that work.<\/p>\n

Onboard Computers: Selling Hardware, Software Adaptation and Algorithm Services<\/h2>\n

Platform manufacturers or payload integrators can purchase processing boards, accelerator modules or complete computers. Making that hardware process a customer\u2019s data also requires drivers and mission software. If the customer asks the supplier to handle software adaptation, algorithm deployment and testing, the contract can specify fees and acceptance milestones for those activities.[13]<\/p>\n

The Space-Based Intelligent Computing Payload 1.0, jointly developed by China Mobile, the Institute of Computing Technology of the Chinese Academy of Sciences and Hongqing Technology, entered orbit aboard Honghu-03 in August 2026. The payload includes onboard core-network software to test satellite-ground networking and coordination between communications and computing in orbit.[14][15]<\/p>\n

For an image-recognition application, acceptance criteria can specify the input data, recognition accuracy and maximum power consumption before testing how much data the equipment can reliably process per second. In-orbit operation must also account for radiation-induced errors and recovery after equipment failures. The amount of adaptation and testing required each time a model changes will affect the price of subsequent services.[13]<\/p>\n

Operators: What Might Customers Pay For?<\/h2>\n

Kepler has announced options to lease or purchase onboard computing hardware. Axiom Space contracted to purchase two computing payloads, and the two nodes launched aboard satellites in January 2026. Kepler\u2019s first 10 satellites carry 40 NVIDIA Jetson Orin modules.[19][20][22]<\/p>\n

\"nVidia<\/p>\n

Figure 6.<\/em> The photograph shows an NVIDIA Jetson AGX Orin development kit for ground use. Kepler\u2019s disclosed flight hardware consists of Jetson Orin series modules.[20] Photo: Auledas\/Wikimedia Commons, CC BY 4.0. The image has been proportionally resized and converted to another format.[26]<\/figcaption><\/figure>\n

In August 2026, Kepler disclosed that it had begun providing commercial optical relay services. Its early-access brochure divides relay services into tiers by maximum latency, with each tier priced per gigabyte transmitted. Customers requiring onboard computing can also ask whether it can be included in the same quotation.[21][23]<\/p>\n

Other customers purchase monitoring results directly. In 2023, Chang Guang Satellite Technology won a contract for remote-sensing monitoring of black and malodorous rural water bodies in priority areas of Jilin Province. The provincial Department of Ecology and Environment agreed to a tax-inclusive price of RMB 798,000 for the complete monitoring service. The contract required imagery covering all of Changchun, including Gongzhuling, with deliverables comprising imagery, an identification list informed by ground sampling, and system operation and maintenance.[16][17]<\/p>\n

If the initial image screening for a similar project were moved onboard, an operator could first calculate how much data transmission it would save and how much earlier the monitoring list could be delivered, then assess whether those benefits justify the additional investment in onboard processing.<\/p>\n

A cloud platform released by the Beijing Space Computing Innovation Center in October 2026 disclosed access to computing resources across more than 40 satellites, supporting unified scheduling, model deployment and in-orbit inference testing.[18] To assign a task, an operator must first find an available node. If data must be retrieved from another satellite, transmission time must also be allowed. When a link is unavailable, the task has to wait for the next communication window.<\/p>\n

\"From<\/p>\n

Figure 7.<\/em> When an operator purchases complete spacecraft, the spacecraft manufacturer may also purchase power systems and onboard computers from external suppliers. Arrows point toward the party receiving payment. A single company may perform several of these roles. Diagram by Hangtian Zongtiguan, based on the procurement and service examples discussed in this article.<\/figcaption><\/figure>\n

Satellites, launches, ground stations, operations, maintenance and replacement spacecraft all require investment. Consider two months of operation on the same network. If fixed expenses are identical and the tasks are of the same type, but the operator completes and bills for 40 tasks in one month and 100 in the other, the fixed cost allocated to each task in the first month is 2.5 times that in the second.<\/p>\n

Whether an operator recovers its investment in the network depends on how many tasks it delivers and bills for each month, whether customers renew, and how much of the service revenue actually collected remains after paying for operations, replacement satellites and other expenses.<\/p>\n

For organizations considering space computing, the commercial starting point is a clear requirement: what data must be processed, how quickly a result is needed and what the complete service can cost. STARPATH GLOBAL combines in-house software development, multi-source satellite data and access to China\u2019s established satellite supply chain to help connect application requirements with suitable data, payloads and spacecraft resources. If you are still exploring the options, ask our team<\/a> what might work for your application, from satellite monitoring to a custom mission.<\/p>\n

References<\/h2>\n

[1] ADA Space, \u201cGlobal Offering\u201d prospectus, November 5, 2026.
\nhttps:\/\/www1.hkexnews.hk\/listedco\/listconews\/sehk\/2026\/1105\/2026110500056_c.pdf<\/p>\n

[2] Sugon, \u201cFrom the Ground to Space: Sugon Expands into New Frontiers of Advanced Computing,\u201d November 9, 2026.
\nhttps:\/\/www.sugon.com\/cut?id=3049&nav_id=48<\/p>\n

[3] China Aerospace Science and Technology Corporation, \u201cLong March 2D Launches Space Computing Satellite Constellation,\u201d May 14, 2025.
\nhttps:\/\/www.spacechina.com\/n25\/n2014789\/n2014804\/c4336622\/content.html<\/p>\n

[4] Xinhua, republished by the Digital China Summit, \u201cIn-Orbit Computing: A Closer Look at China\u2019s Space Computing Satellite Constellation Launch,\u201d May 15, 2025.
\nhttps:\/\/www.digitalchina.gov.cn\/2025\/xwzx\/qwfb\/202505\/t20250515_5019069.htm<\/p>\n

[5] People.cn, \u201cFirst Batch of Group 02 Satellites under ADA Space\u2019s Star Compute Program Successfully Launched,\u201d October 14, 2026.
\nhttps:\/\/finance.people.com.cn\/n1\/2026\/1014\/c1004-40814857.html<\/p>\n

[6] Beijing Economic-Technological Development Area, \u201cBeijing E-Town Innovation Release: 853rd Online Announcement,\u201d February 15, 2026.
\nhttps:\/\/kfqgw.beijing.gov.cn\/ywdt\/tt\/cxcg\/202602\/t20260215_4518548.html<\/p>\n

[7] Google Research, \u201cOur Project Suncatcher Prototype Satellite Is in Orbit,\u201d October 1, 2026.
\nhttps:\/\/blog.google\/innovation-and-ai\/models-and-research\/google-research\/project-suncatcher-prototype\/<\/p>\n

[8] Google Research, \u201cWe\u2019ve Received Our First Response from the Project Suncatcher Prototype Satellite,\u201d October 30, 2026.
\nhttps:\/\/blog.google\/innovation-and-ai\/models-and-research\/google-research\/project-suncatcher-satellite-response\/<\/p>\n

[9] NASA, \u201cSmall Spacecraft Technology State of the Art,\u201d Chapter 2, \u201cComplete Spacecraft Platforms,\u201d May 14, 2026.
\nhttps:\/\/www.nasa.gov\/smallsat-institute\/sst-soa\/platforms\/<\/p>\n

[10] NASA, \u201cSmall Spacecraft Technology State of the Art,\u201d Chapter 3, \u201cPower,\u201d May 14, 2026.
\nhttps:\/\/www.nasa.gov\/smallsat-institute\/sst-soa\/power-subsystems\/<\/p>\n

[11] NASA, \u201cSmall Spacecraft Technology State of the Art,\u201d Chapter 7, \u201cThermal Control,\u201d May 2026.
\nhttps:\/\/www.nasa.gov\/smallsat-institute\/sst-soa\/thermal-control\/<\/p>\n

[12] CETC Lantian and relevant intermediaries, \u201cResponse to the Inquiry Letter on the Review of the Issuance and Listing Application,\u201d disclosed in September 2025.
\nhttps:\/\/static.sse.com.cn\/stock\/disclosure\/announcement\/c\/202509\/002096_20250927_RRAP.pdf<\/p>\n

[13] NASA, \u201cSmall Spacecraft Technology State of the Art,\u201d Chapter 8, \u201cSmall Spacecraft Avionics,\u201d May 19, 2026.
\nhttps:\/\/www.nasa.gov\/smallsat-institute\/sst-soa\/small-spacecraft-avionics\/<\/p>\n

[14] China Mobile, \u201cSpace-Based Intelligent Computing Payload 1.0 Successfully Enters Orbit,\u201d published on the website of the State-owned Assets Supervision and Administration Commission of the State Council, August 25, 2026.
\nhttps:\/\/wap.sasac.gov.cn\/n2588025\/n2588124\/c35808802\/content.html<\/p>\n

[15] Xinhua, \u201cChina Mobile\u2019s First Space-Based Integrated Communications and Computing Payload Successfully Enters Orbit,\u201d August 19, 2026.
\nhttps:\/\/www.xinhuanet.com\/info\/20260819\/cd19fab223fe4e23a12fb60f1fdcc332\/c.html<\/p>\n

[16] Jilin Provincial Department of Ecology and Environment, \u201cContract for Remote-Sensing Monitoring of Black and Malodorous Rural Water Bodies in Priority Areas of Jilin Province,\u201d August 2023.
\nhttps:\/\/sthjt.jl.gov.cn\/ywdt\/gkgs\/zfcgxxgk\/202308\/P020230821360242182749.pdf<\/p>\n

[17] China Government Procurement Network, \u201cContract Award Announcement for Remote-Sensing Monitoring of Black and Malodorous Rural Water Bodies in Priority Areas of Jilin Province,\u201d August 7, 2023.
\nhttps:\/\/sthjt.jl.gov.cn\/ywdt\/gkgs\/zfcgxxgk\/202308\/P020230821359822813592.pdf<\/p>\n

[18] Beijing Municipal Science and Technology Commission and Administrative Commission of Zhongguancun Science Park, republishing Beijing\u2019s economy and information technology authorities, \u201cWorld\u2019s First Integrated Space-Ground Computing Cloud Platform Unveiled in Beijing,\u201d November 3, 2026.
\nhttps:\/\/kw.beijing.gov.cn\/xwdt\/kcyx\/xwdtkjqy\/202611\/t20261103_4929676.html<\/p>\n

[19] Kepler Communications, \u201cKepler Announces On-Orbit Compute Capacity on Optical Data Relay Network,\u201d April 7, 2025.<\/p>\n

Kepler Announces On-Orbit Compute Capacity on Optical Data Relay Network\u00a0<\/a><\/p><\/blockquote>\n