Increasing Resilience in Space
Predicting, Diagnosing, and Preventing Satellite + Ground System Failures with Artificial Intelligence for Optimized Performance
Safeguards
Safeguards satellites by providing a Time To Event (TTE) window, enabling proactive mitigative actions and precise system adjustments to avert failures.
Optimizes
Analyzes the complex interplay of downlink data to optimize satellite performance and enhance operational efficiency.
Predicts
Predicts critical events and surfaces attribution and analysis with an explainable AI model for informed decision-making.
Works With Your Team
RS21’s SPAICE (Space Prognostic Artificial Intelligence Custodian Ecosystem) is a patented AI-driven platform that integrates predictive maintenance (PdM) and ground operations to optimize satellite performance.
By monitoring satellite telemetry data, SPAICE predicts failures before they occur and identifies elements that affect performance.
Designed for operators, engineers, and decision makers, SPAICE diagnostics dashboards and explainable AI models autonomously surface anomalies to help users quickly and confidently determine failure attribution.
Equipped with these insights, users can then generate real-time, proactive mitigative instructions. This not only prevents component failure and unplanned downtime but increases persistence and resilience for mission success.
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High-resolution predictive maintenance to counteract component failure and unplanned downtime within a designated Time to Event (TTE) window.
Fault detection, isolation, and recovery (FDIR) alert input, including values and features.
Anomaly resolution and mishap prevention to maximize satellite and ground system uptime.
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Autonomous analytics surface trends and connections beyond the voltage and temperature charts that are common current practice.
Explainable AI provides clear insight and increases confidence.
AI-powered platform processes telemetry data in real-time, alleviating manual tasks to reduce time and costs associated with overwhelming volumes of data.
Future iterations plan for autonomous course of action analysis and corrective action in real-time.
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SPAICE empowers your team with predictive maintenance capabilities and sophisticated performance optimization strategies designed to increase the resilience of space assets.
AI Monitoring for Satellites
“The national security space enterprise is trying to understand how to monitor spacecraft better. Anything that predicts if there are going to be issues, so operators can prepare to contend with them, is super attractive.”
— Gabe Mounce, SpaceWERX Deputy Director
AI in Defense: Advancing Predictive Maintenance with the U.S. Space Force
Dive into the future of AI-powered predictive maintenance and diagnostics in this showcase for the U.S. Space Force Catalyst Accelerator, a program designed to foster innovation and capabilities in defense and national security. In this video, Dr. Matthew Ennis presents RS21’s innovative strategies to mitigate risks and optimize the performance of critical military equipment.
Watch until the end to discover early successes achieved with the U.S. Space Force.
Direct to Phase II + Phase III SBIR
SPAICE has received $1.5 million for research and development and operationalization through Small Business Innovation Research (SBIR) grants.
The U.S. Air Force awarded SPAICE a direct to Phase II SBIR with follow-on from the U.S. Space Force through a Phase III SBIR.
DoD Tradewinds Solutions Marketplace
RS21’s SPAICE Resiliency Tool has also been accepted in the Tradewinds Solutions Marketplace.
Featured In:
Better Satellite Performance Awaits
Find out what you can accomplish with the power of AI-enhanced condition-based predictive maintenance.
Meet with our SPAICE team.
Complete the form to receive demo and meeting time options.
DoD organizations can also visit the Tradewinds Solutions Marketplace to procure RS21’s SPAICE Resiliency AI/ML solutions through rapid acquisition procedures.
Email us at info@rs21.io
Or call us at +1 (505) 314-2141