an officer in camouflage fatigues addresses an audience from a podium, standing before an orange wall and a display monitor
U.S. Space Force Col. Gina Peterson addresses the audience at the SDA TAP Lab’s Demo Day on Jan. 30, 2025

Space domain awareness (SDA)  – and all the data that must flow to support it – no longer hovers in a theoretical future.  

Today, spacecraft operators must know swiftly and reliably what space trash, errant satellite, or hostile might threaten their operations – and the discipline is crying out for investment.

For the well-equipped U.S. military, better SDA tools are under development as a complex and powerful orbital-defense system at the United States Space Force’s SDA TAP Lab. That’s where we have been collaborating these past six months with dozens of other companies. 

In the Lab’s Cohort 5, Planetary Systems AI finished building AI tools that help U.S. Space Force Guardians identify the launch history, onboard sensors, and jamming frequencies of space vehicles that are hidden, unknown, or potential threats. 

As we accelerate into Cohort 6 next week, one thing has become very clear: This vital project – and indeed SDA overall – needs a huge boost in operating budget to keep pace with the space boom.

With more companies and international partners joining the SDA TAP (Tools, Applications & Processing) Lab, more payloads and satellites reaching orbit, and the increasing risk of collision with debris and each other impacting critical communications and cybersecurity infrastructure on the ground, it will be difficult to keep up with the pace of innovation such as the SDA TAP Lab’s rapidly-expanding work without more Congressional and the Pentagon’s monetary support or capital investment from the satellite and telecommunications industry to protect their in-orbit assets. 

 

a group of technologists and researchers assemble for a group photo
Cohort 5 of the SDA TAP Lab’s Apollo Accelerator project

The SDA TAP Lab needs a significantly bigger budget to support its complex logistics, the cohort’s rising headcount, and a newly-available, multi-terabyte source of SDA data that must be imported, sorted, and made available to us and international partners to continue the work. 

The need will be even greater for the commercial sector, where spacecraft operators work with SDA discipline in mind but without universally-available tools at hand.

While the Lab is building tools to sharpen the U.S. Space Force’s awareness and improve the timeliness and accuracy of the Guardians’ response, those military tools won’t be available to civilians. 

 

 

an executive stands before an array of display monitors talking with a uniformed U.S. Space Force general
PSAI CEO Cindy Chin and Aquarious Workman present to Lt. General Douglas A. Schiess during the Demo Day on Jan. 30, 2025 at the SDA TAP Lab

 

For commercial launch and orbital companies, U.S. Guardians are tasked with issuing notifications to space operators. These email advisories advise U.S. allies and corporations who subscribes to them whenever a rocket launch is detected or an orbiting spacecraft makes a maneuver. 

But the notifications don’t deliver operational context; While Guardians have access to multiple SDA data sources, sensors, satellites and other tools to support their defense-oriented mission (and will soon have the TAP Lab’s defense system as well), no such service exists to warn and protect the commercial sector against orbital mishaps. 

It is up to launch and orbital companies to blend orbital data sources with whatever in-house SDA experience they might have to keep their spacecraft and space assets safe. Therefore, more capital investment in this critical infrastructure is needed in and adjacent to orbit before calamity happens.

 

 

A slide depicting the benefits of delivering satellite capability data to USSF warfighters
A slide from PSAI’s presentation to the SDA TAP Lab explaining the benefit our work has brought to the U.S. Space Force’s battle management system

Just as Planetary Systems AI is bringing deep experience in artificial intelligence, machine learning and data fusion to SDA for the U.S. Space Force, we plan to deliver SDA solutions for our partners in the commercial sector and their space strategies

Watch this space.

Contact: Mack Reed, Head of Product, mack@planetarysystems.ai

Planetary Systems AI Awarded by U.S. Space Systems Command’s Space Domain Awareness (SDA) TAP Lab An Annual License Subscription

From the period of 6 August through 29 October 2024, Planetary Systems AI successfully demonstrated the ability to use generative AI to read large quantities of semi/unstructured text and imagery to populate the Lab’s Target Model Database (TMDB). 

New York, NY, November 19, 2024Planetary Systems AI (PSAI), a planetary support company providing cyber-first artificial intelligence and machine-learning solutions for space and satellite operations, announced today that it has been awarded an annual subscription license by U.S. Space Systems Command’s Space Domain Awareness (SDA) Tools Applications and Processing (TAP) Lab after the completion of the Apollo Accelerator Cohort 4. This program enabled PSAI to demonstrate its capabilities with the use of generative AI to read large quantities of semi/unstructured text and imagery to populate the Lab’s Target Model Database (TMDB). The TMDB, once populated with details about a satellite’s payloads, power, and propulsion systems can be used to evaluate potentially threatening close approaches.

“With the amount of orbital traffic and payloads being deployed into space, it is imperative that a continuous monitoring and coverage of space assets traffic and anomaly management occurs 24/7/365.” said CEO & Chief Space Officer Cindy Chin. “PSAI is leveraging our multi-modal AI expertise and capabilities to work with the U.S. government, its allies, and our commercial partners to ensure that their decision support is accelerated and enhanced through our AI solutions. Our team was excited to showcase these tools and capabilities during the SDA TAP Lab Cohort 4 Demo Day with U.S. Space Systems Command, the U.S. Space Force, DARPA, and other government and industry partners.” 

SDA TAP Lab Chief, Major Sean Allen says, “This is a real innovation applying modern software to age-old problems and a great use-case for generative AI.” 

During the three-month TAP Lab cycle in Cohort 5, PSAI will further test and refine its solutions for SDA by increasing space vehicle imagery to its AI model, responding with a team in a given scenario related to threat warning and assessment. The current database is structured for direct integration with, query by, and display in SDA tools. It can be used with maneuver-event data for inferring potential for threats and determining proximity. Entries were filtered for validity by an AI model trained on Joint Commercial Operations (JCO) Notice to Space Operators records and other trusted analytic sources.

About SDA TAP Lab (https://sdataplab.org/): The Space Domain Awareness TAP Lab accelerates the delivery of space battle management software to operational units. We decompose kill chains, prioritize needs with operators, map needs to technologies, and onboard tech to existing platforms quickly. We partner with industry, academia, and across the government to succeed. 

About Planetary Systems AI (www.planetarysystems.ai): PSAI is a planetary support company accelerating data flow and insight generation for decision-making in the space sector, optimizing planetary support operations.

 

Planetary Systems AI Press Contact:
Mack Reed
Head of Product
E: pr@planetarysystems.ai

Download a PDF of this Press Release

 

Aquarious Workman, CISM, Head of Cybersecurity for Planetary Systems AI, demonstrates the company’s AI service for U.S. Space Force

Colorado Springs, CO. – The Planetary Systems AI team capped three months of intensive multidisciplinary work this week with a demonstration of the company’s capabilities in AI-driven data management for space domain awareness (SDA) at the U.S. Space Force’s SDA TAP Lab

By aggregating more than 2.3 million open-source records on satellites owned by U.S. and foreign entities, the team was able to build out a body of knowledge that will help the Space Force spot and defend military, government, and commercial spacecraft against hostile actions by other countries in space.

Aquarious Workman, PSAI’s Head of Cybersecurity, presented the demo to an audience of investors and U.S. Department of Defense officials, surrounded by nearly 60 companies, many of whom the company had collaborated with closely during Demo Day for Cohort 4 of the Lab’s Apollo Accelerator program.

The company will be continuing its work at the SDA TAP Lab into Cohort 5, which kicks off Nov. 5 and runs until late January. 



A smiling woman, smiling uniformed military officer, and smiling man standing before a series of banners that each say "INNOVATION HUB."
From L: PSAI CEO Cindy Chin, SDA TAP Lab director Maj. Sean Allen, PSAI Head of Product Mack Reed

This is the first in a series of notes from our 3-month residency in Cohort 4 of the SDA TAP Lab’s Project Apollo accelerator:

It’s Day 2 here in Colorado Springs, and we’re already brainstorming at an extraordinary level.

The U.S. Space Force has pulled in PSAI, along with experts in sensor technology, threat assessment, and space-domain awareness, to collaborate on methods of sorting out hostile satellite activity from the myriad commercial satellites, rocket bodies, and chunks of debris cluttering earth orbit.

Landscape near Colorado Springs.

The TAP Lab mission’s 512-day deadline is as short and ambitious as its list of goals is long and challenging. The learning curve feels like a tight, nearly-vertical straight line.

And we could not be in a better place right now to absorb information, forge meaningful partnerships, and make great friends and opportunities as we define where we are best-positioned to pitch in on delivery.

We’ll share more as the project develops; Watch this space.

We are stoked for what we can accomplish tomorrow and beyond. 
#space #orbit #datascience #ussf #sdataplab #accelerator 

“During the three-month TAP Lab cycle, PSAI will further test and refine its solutions for space domain awareness by responding with a team in a given scenario related to threat warning and assessment. “

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SatelliteToday.com