Tuesday, April 14, 2026

Military Space: The AI race to decode activity in orbit


Plus: Inside the space supply chain stalemate
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04/14/2026

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By Sandra Erwin


Welcome to this week's edition of SpaceNews' Military Space, your source for the latest developments at the intersection of space and national security. In this week's edition: AI race expands into space tracking and analysis, Space Force opens satellites competition to a mix of traditional defense primes and newer space entrants, plus a space supply chain stalemate.


If someone forwarded you this edition, sign up to receive it directly in your inbox every Tuesday. We welcome your feedback and suggestions. You can hit reply or DM me on Signal @SandraErwin.43

Two European firms EnduroSat and Shield Space are planning a mission for 2027 where an autonomous chaser spacecraft will conduct close proximity operations with a target. This is an example of the growing trend of so-called "bodyguard" satellites designed to operate in close proximity to high-value assets. A new report from the Secure World Foundation says more countries are pursuing on-orbit systems to safeguard high-value satellites, rather than relying solely on ground-based monitoring or passive defenses. Credit: EnduroSat.

Who sees first wins: AI race intensifies in space monitoring


In the U.S. defense market, commercial providers of space domain awareness are seeking to complement government systems not just with additional data, but with tools that interpret it.


A new product rollout from Slingshot Aerospace this week underscores a quiet but accelerating competition in the space industry to build AI tools that can make sense of an increasingly chaotic domain. The Colorado-based company says its new "AI-native" platform, called Portal, is designed to track what's happening in orbit, predict what might happen next and help operators respond in real time.


These products are emerging as the U.S. Space Force leans more heavily on commercial data and artificial intelligence for some of its most sensitive missions, including tracking foreign satellites and assessing whether their behavior could threaten U.S. spacecraft.


Earth orbit getting crowded fast


Tens of thousands of satellites and debris objects are already in motion, with more launching every month. Add in potential adversary systems, and the problem isn't just tracking objects but also interpreting intent. Space Force leaders have been blunt that they need to detect, understand and act on activity in space faster than current systems allow.


Military officials have increasingly emphasized the difficulty of tracking and interpreting adversary behavior in orbit, where satellites can maneuver in subtle ways that are not always easy to detect or explain. As more nations deploy maneuverable spacecraft and operate in closer proximity, distinguishing benign activity from threatening behavior has become a central problem in military space operations — one that systems built primarily for collision avoidance were not designed to solve.


'AI-native' tech


The term is industry shorthand for software that relies less on human analysts and more on automation to flag anomalies, model behavior and prioritize decisions. Slingshot said Portal pulls from its proprietary object catalog and government tracking data to give operators a near real-time picture of orbital activity, including the ability to assess maneuver options as conditions change.


Slingshot's rollout follows a new release from LeoLabs, an AI-enabled system called Delta. The California-based company said several allied countries in Europe and Asia are already using the platform to detect and characterize unusual satellite behavior in low Earth orbit, where congestion and geopolitical competition are both increasing.

The shift reflects a broader change in how operators think about risk in space.


Traditional systems focus on conjunction assessment — predicting when two objects might accidentally come too close. Newer tools aim to go further, identifying behavior that may be deliberate.


LeoLabs projects that more than 70,000 operational satellites will be in orbit by 2030, with roughly one-third associated with adversarial nations. That growth is compressing decision timelines for military operators and increasing the difficulty of distinguishing routine movements from potentially hostile ones.


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No easy fixes for space supply chain


Concerns about the resilience of the U.S. space supply chain are moving from the margins to the center of industry and policy discussions.


"It's a consistent theme that we heard across the industry, which is that demand is outstripping supply," said Doug Anderson, a partner at PwC who specializes in sourcing and procurement.


Anderson authored a recent report co-written with the Aerospace Industries Association that maps out vulnerabilities across the space industrial base. He said the problem is broader than many realize.


One of the surprises from the study, he said, was "the degree to which this was pervasive across the suppliers, both the primes as well the tier ones and the other folks that we interviewed." Lead times are increasing across the board, and "it's very difficult to get certain components that they need, whether it's for a development program or for production."


Where the pressure is


The bottlenecks span both space and ground systems. On the satellite side, constraints are hitting propulsion systems and optical communications terminals — critical technologies for next-generation constellations. But the squeeze extends to terrestrial infrastructure as well.


"Transformers and switch gear and equipment that's used in launch pads and other ground infrastructure," Anderson said, have seen lead times stretch from months to years. In some cases, delivery timelines have expanded from six months to as long as three years.


That pressure is being compounded by competition from outside the sector. The rapid buildout of AI data centers which rely on the same electrical equipment is tightening supply even further.


"So it's just really hard to get your hands on this stuff," Anderson said, adding that the issue came up repeatedly in interviews for the report.


Who's responsible?


The AIA-PwC report lays out a range of recommendations, from expanding the supplier base to improving visibility into demand. But a more fundamental issue remains unresolved: who is responsible for acting on them.


Government agencies have pushed prime contractors to manage supply chain risk. Yet companies remain cautious about investing in new suppliers or expanding capacity without stronger assurances that demand will last.


Major efforts from lunar exploration to proliferated military satellite constellations are scaling up, but funding often arrives unevenly, shaped by budget cycles, continuing resolutions and shifting priorities.


Long-term planning difficult


Companies consistently describe the demand signal as "very erratic," Anderson said. "And I think it does truly translate to a reluctance to deploy capital in a meaningful way to meet those demand signals, because if it's there one year and not the next, then they're left with stranded capacity."


The result is a familiar dynamic in Washington. The government expects industry to invest, while the industry waits for clearer commitments from the government.


Another complicating factor is how the sector is financed. More commercial space companies are now backed by private equity, which typically operates on shorter timelines than the industry requires.


"The time horizon for private equity tends to be more like three to maybe five or seven years, whereas the investments that are required, the development cycles, the time it takes to develop things and then to get them into orbit, it's a longer time cycle," Anderson said.


That mismatch helps explain why more capital has flowed into downstream applications like data and services rather than into the supply chain itself, where returns take longer to materialize.


A policy tool


On the government side, one potential lever is the Defense Priorities and Allocations System, or DPAS.


Run by the Commerce Department, DPAS allows the government to prioritize contracts tied to national defense, effectively moving them to the front of the line for scarce materials and production capacity. The priority rating can be pushed down through the supply chain, requiring subcontractors to prioritize those orders.


Anderson said the tool could help space programs compete for constrained components, especially as they face growing competition from industries like energy, automotive and AI infrastructure.


Without that kind of priority status, space companies are often at a disadvantage when trying to secure long-lead items like electrical equipment or specialized electronics.


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Space Force moves to multi-vendor model for next-gen satellites


The Space Force is widening the field in one of its more sensitive mission areas, opening a major satellite competition to a mix of traditional defense primes and newer space entrants.


The service selected 14 companies to compete for contracts under "Andromeda," a $1.8 billion, 10-year procurement vehicle focused on tracking activity in geosynchronous orbit. Rather than awarding a single program, Space Systems Command is setting up a multi-vendor pool that will compete for task orders over time — a structure that reflects a broader shift toward more distributed, competitive buying strategies in military space.


Alongside established contractors such as Lockheed Martin, Northrop Grumman, L3Harris Technologies and BAE Systems are a range of newer or nontraditional players, including Anduril Industries, Astranis, Intuitive Machines, Quantum Space, Redwire, Sierra Space, True Anomaly and Turion Space, along with Space Mission Systems, General Atomics Electromagnetic Systems and Millennium Space Systems.


Andromeda is focused on space domain awareness — the ability to track and interpret what other satellites are doing in orbit. The first task order will center on spacecraft operating in geosynchronous orbit, about 22,000 miles above Earth, where the U.S. military's most critical communications and missile-warning satellites reside.


These systems are often described as on-orbit "neighborhood watch" platforms. They maneuver near other spacecraft, inspect them and monitor for unusual or potentially hostile behavior, providing a level of detail that ground-based sensors struggle to match.


The new satellites will be part of a program known as RG-XX (Geosynchronous Reconnaissance and Surveillance), which is intended to replace the current Geosynchronous Space Situational Awareness Program (GSSAP) fleet. GSSAP satellites are highly capable but expensive and limited in number, and officials have been looking for ways to field more systems that can be refreshed more frequently.


Geosynchronous orbit is becoming more active and contested, with maneuvering by Chinese satellites drawing closer scrutiny from U.S. planners. The need to maintain a continuous, detailed picture of that environment is driving demand for more flexible and more competitive procurement models.


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Military Space: The AI race to decode activity in orbit

Plus: Inside the space supply chain stalemate ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌...