Satellites Get Smarter, Faster

The cost to launch a kilogram to low Earth orbit has fallen from roughly $54,000 in the Space Shuttle era to under $1,500 today — a 97% drop that has turned what was once sovereign territory into a commercial free-for-all. The result: satellites are no longer just watching the Earth. They're thinking about it.

NVIDIA unveiled its Space-1 Vera Rubin Module on March 16 at its GTC conference in San Jose, a computing system designed to bring more powerful AI processing to satellites and other space platforms . Compared with the NVIDIA H100 GPU, the Rubin GPU delivers up to 25x more AI compute for space-based inferencing , according to the company. That's not incremental improvement. That's the difference between downloading raw imagery and processing it into actionable intelligence before it ever touches the ground.

Kepler Communications announced in March that it had commissioned distributed on-orbit computing across its Tranche 1 optical data relay constellation using 40 NVIDIA Jetson Orin modules deployed across 10 satellites — the first integration of constellation-scale edge computing within a commercially operational optical data relay network . Planet Labs, which images the Earth daily, said it is using NVIDIA's CorrDiff AI models to move "from raw pixels to actionable insights in near real time" , according to CEO Will Marshall.

The timing is no accident. Energy markets are volatile, supply chains are opaque, and the old ways of tracking oil flows and methane leaks — self-reporting, manual surveys, delayed satellite downloads — no longer cut it.

Can Satellites Replace Boots on the Ground?

Space Insider data shows 405 new Earth observation satellites launched between January 2022 and September 2025, up from just 15 in 2022, with commercial operators accounting for roughly 78% of satellites with classifiable sector data . The global commercial satellite imaging market is projected to grow from $15.17 billion in 2025 to $50.31 billion by 2035, at a 12.74% CAGR , according to Spherical Insights.

The energy sector is driving much of that growth. Pipeline monitoring, offshore-asset inspection and leak detection all now lean on satellite data, with the methane application moving fastest, driven by new regulatory frameworks requiring operators to detect and report emissions , Space Insider reported.

Energy Aspects completed its acquisition of Kayrros, the Paris-based energy analytics and satellite data company, on May 21 . Kayrros uses AI and machine learning to turn raw data from more than 20 satellite constellations into actionable insights on energy, supply chains, and the environment . Tensions around the Strait of Hormuz have pushed interest in commercial geospatial intelligence services to unprecedented levels , a Kayrros executive told SpaceNews after the deal was announced.

The acquisition follows Energy Aspects' 2023 purchase of OilX, which tracks maritime trade flows. While OilX focuses on shipping data, Kayrros specializes in monitoring onshore energy infrastructure at the asset level, such as oil production sites and crude storage facilities , SpaceNews noted. Together, they offer something closer to real-time visibility across the entire energy supply chain — a capability that didn't exist five years ago.

InSAR technology — interferometric synthetic aperture radar — is proving particularly valuable. InSAR platforms identify subtle shifts in ground stability with millimeter accuracy, using radar satellite imagery to detect and measure movements of the Earth's surface over time , according to Rezatec. The technology monitors ground deformation linked to extraction, injection, or storage activities, ensuring pipeline stability and supporting compliance with health, safety, and environmental requirements in oil and gas operations.

For mining, the value proposition is similar. High-resolution 30cm satellite imagery from Pléiades Neo can provide detailed data over even the largest mining sites, overcoming the main limitation of drone technology , according to Geoawesome. Real-time monitoring of mining infrastructure such as tailings dams and pipelines using InSAR technology can detect deformation and prevent disasters , XRTech Group noted.

What Happens When the Data Never Comes Down?

The shift to on-orbit processing changes the economics. As the space ecosystem expands, so does the amount of data it generates, with on-orbit compute increasing the real-time processing capabilities of geospatial sensing satellites such as imaging sensors, radars and radio frequency sensors , NVIDIA said. Much of that data will never need to be downlinked at all.

The NVIDIA Space-1 Vera Rubin Module offers up to 25x more AI compute than its H100 for space-based inferencing, designed to process massive streams of data from satellite sensors in situ, eliminating the latency and bandwidth bottlenecks inherent in downlinking raw data to Earth-based stations , according to industry newsletter Data Center Richness.

Starcloud sent an Nvidia H100 GPU to space on a test satellite in November — the first time an Nvidia GPU went to orbit , Data Center Dynamics reported. The company successfully trained and ran a large language model in orbit using the complete works of Shakespeare, proving the concept works.

But orbital data centers face real constraints. The technical challenge is not just the vacuum of space, but the threat of radiation, and without air to move heat, orbital facilities typically use massive radiators to dissipate thermal energy . Current industry estimates suggest that orbital compute will not reach price parity with terrestrial facilities until later this decade, when costs drop with the maturation of reusable launch systems.

Methane monitoring is one area where the technology is already paying off. GHGSat launched two new satellites, Teodor (C-14) and Laila (C-15), aboard SpaceX's Transporter-15 mission on November 28, 2025 . GHGSat has launched 16 satellites — 15 focused on methane, and one for carbon dioxide — that collectively monitor millions of facilities annually, delivering alerts about emissions within hours of detection .

GHGSat announced in November 2024 that it will launch nine new satellites by the end of 2026, near-doubling its fleet to enable daily revisits of industrial sites to detect methane emissions around the world . GHGSat's commercial constellation is the leading dedicated provider, with data feeding corporate ESG disclosure and regulatory filings , Space Insider reported.

The data is revealing uncomfortable truths. A survey of 151 waste disposal sites across six continents using high-resolution satellite observations found that satellite-based estimates generally show no correlation with reported or modelled emission estimates at facility scale , according to research published in Nature. Translation: many facilities are undercounting their emissions, sometimes dramatically.

What Changed This Week

NVIDIA announced dedicated space computing hardware for onboard satellite processing, orbital data centers, and ground-based imagery analysis in March, making it the first major chip company to build a full product line specifically for the space and Earth observation market — a signal that onboard AI compute has moved from niche to commodity , TerraWatch Space noted. Critical infrastructure monitoring and insurance have found product-market fit with recurring revenue models, quantifiable ROI, and buyers who don't need convincing that Earth observation works . The sector is no longer proving itself. It's scaling.

What to Watch

UK-based Energy Aspects completed its acquisition of French satellite analytics firm Kayrros in May , creating a combined entity with both market expertise and real-time geospatial monitoring. How quickly that integration translates into new products will signal whether the consolidation wave continues. GHGSat aims to nearly double its constellation by late 2026 , responding to demand from energy companies, governments, and financial institutions. Watch whether regulatory frameworks — particularly EPA methane rules — begin accepting satellite data as compliance evidence, which would accelerate adoption across the waste and energy sectors. And keep an eye on the European Space Agency's Sentinel-1D satellite, which began providing user access in April 2026 under the Copernicus programme , strengthening Europe's real-time environmental monitoring infrastructure.