Indian Space Startups Take AI and Thermal Imaging Technologies Into Orbit

SpaceX’s Transporter-18 mission carried technology from Indian startups focused on thermal sensing, onboard AI processing and next-generation Earth observation.

NEW DELHI, Oct 2: Indian space startups have taken another step into the commercial space technology sector after several home-grown technologies reached orbit aboard SpaceX’s Transporter-18 rideshare mission.

A Falcon 9 rocket launched from Vandenberg Space Force Base in California on October 1 local time, carrying multiple small satellites and hosted payloads, including technologies developed by Indian companies. The mission included contributions from Dhruva Space, SatLeo Labs, TakeMe2Space and EON Space Labs.

The launch is significant because the Indian payloads are focused on technologies that could support applications ranging from thermal monitoring and Earth observation to artificial intelligence-based processing of satellite data.

Among the key payloads is TAPAS-1, developed by Ahmedabad-based SatLeo Labs and hosted on Dhruva Space’s LEAP-2 platform. SatLeo describes TAPAS-1 as a dedicated commercial thermal payload designed to collect temperature-related information from orbit using thermal infrared sensing.

Unlike conventional optical satellite cameras, which primarily capture reflected sunlight, thermal imaging systems can identify variations in temperature. This capability can provide a different view of the Earth, allowing researchers and businesses to study heat patterns that may not be visible through standard imagery.

TAPAS-1 is intended to demonstrate the performance of SatLeo’s thermal sensing technology in space, including sensing, calibration and data processing. The company has identified potential applications in agriculture, climate monitoring, urban heat mapping, disaster management and infrastructure monitoring.

The technology could be particularly relevant as cities and rural regions deal with increasingly complex environmental challenges. Thermal information can help identify areas experiencing excessive heat, monitor changes in land and infrastructure and provide additional information during certain types of disasters.

SatLeo has previously worked on thermal monitoring applications on the ground. The company has reported using satellite- and drone-based thermal monitoring in areas including Tumakuru and Ahmedabad for applications related to landfill methane monitoring, urban heat mapping and heat advisories.

The company’s broader objective is to develop its thermal technology into a larger platform and eventually a dedicated constellation. TAPAS-1 is being used as an in-orbit validation step for that programme.

Another important Indian technology aboard the Transporter-18 mission is TakeMe2Space’s MOI-1A satellite. The spacecraft is designed to demonstrate the use of artificial intelligence directly in orbit, allowing Earth-observation data to be processed before being transmitted to ground stations.

This approach addresses a major challenge in satellite operations. Earth-observation spacecraft can generate large quantities of imagery, but transmitting all raw information to Earth requires communication bandwidth and can take time. Processing information onboard the spacecraft can reduce the amount of data that needs to be transmitted.

MOI-1A is designed to run AI models on Earth-observation data in space. According to the company, the satellite has onboard computing capability of 117 trillion operations per second, 2 TB of storage and a nine-band multispectral imager.

The concept could have applications in agriculture, mining, supply-chain intelligence and other fields where users may need information derived from satellite imagery rather than the complete raw dataset.

Instead of sending an entire image collection to Earth and processing it later, an onboard computing system can identify relevant information and transmit selected results. This could potentially make satellite-based services faster and more efficient.

The mission also carries MIRA, an optical telescope developed by EON Space Labs. The payload is intended as a technology demonstrator and pathfinder for the company’s plans involving small satellite systems and Earth imaging.

Dhruva Space’s LEAP-2 platform played an important role in bringing some of these technologies into orbit. The company developed the P-30 satellite bus and undertook launch integration for the mission.

LEAP-2 is part of Dhruva Space’s hosted-payload programme, which allows different customers to place technology demonstrations on a shared satellite platform. The company provides services covering payload integration, testing, launch coordination and ground-segment support.

The hosted-payload approach can reduce some of the cost and complexity associated with sending individual experimental spacecraft into orbit. For startups, this can provide a route to test hardware and software in the actual space environment before moving toward larger commercial missions.

The Transporter-18 mission therefore represents more than a conventional satellite launch for the Indian companies involved. It provides an opportunity to validate technologies that could eventually form part of commercial space services.

For SatLeo, the priority is proving that its thermal sensing technology can operate effectively in orbit and generate useful data. For TakeMe2Space, the mission is focused on demonstrating that AI-based processing can take place onboard a satellite. EON Space Labs is using the opportunity to advance its optical imaging technology.

These different applications point to a broader change in the space sector. Satellites are increasingly being designed not simply to collect data but also to process, interpret and deliver useful information.

Artificial intelligence is particularly important in this transition. As sensors become more capable, the amount of information generated by satellites is also increasing. Onboard computing can help filter that information and identify important patterns before the data reaches users on the ground.

Thermal imaging adds another layer of information by measuring heat rather than relying solely on visible-light imagery. Combining different types of sensors with advanced computing could eventually produce more detailed information for environmental monitoring, agriculture and infrastructure management.

India’s private space industry has expanded considerably in recent years, with startups increasingly working across satellite manufacturing, launch services, Earth observation, communications and space-based computing.

The Transporter-18 mission illustrates this growing diversity. Rather than focusing on one type of spacecraft or application, Indian companies are developing technologies across several parts of the space value chain.

The successful deployment of these payloads does not by itself establish that the technologies are commercially ready. The companies must still validate their systems in orbit, collect performance data and demonstrate that their services can operate reliably at scale.

For now, however, the mission provides an important testing ground for Indian space technology. TAPAS-1 will gather thermal data from orbit, while MOI-1A will test the concept of processing Earth-observation information using AI onboard.

The results from these demonstrations could influence the next generation of commercial satellites and help determine how Indian startups develop their planned constellations and services.

As private participation in space expands, missions such as Transporter-18 are also creating opportunities for smaller companies to test specialised technologies without having to build every part of a spacecraft and launch system independently.

The combination of thermal sensing, optical observation and artificial intelligence suggests that the future of commercial Earth observation may depend not only on how much data satellites collect, but also on how intelligently they process it.

For India’s emerging space ecosystem, the October 2 deployment marks another practical test of that approach.

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