Space Needs
A Credit Score.
Our ASRI index turns complex orbital data into a clear, actionable risk score for every major space operator.
Intelligence for a Safer Orbit
AstroSweepers is a software-first platform that provides real-time tracking, AI-driven risk assessment, and actionable collision avoidance strategies.
Key Features & Benefits
Subscription Dashboard
Interactive maps, real-time risk alerts, and in-depth analytics at your fingertips.
API Access
Integrate our powerful debris data directly into your existing mission control platforms.
AI-Powered Predictions
Our ML models analyze trajectories to predict collision probabilities with unparalleled accuracy.
Custom Simulations (DAS)
Run custom debris scenarios and clean-up simulations for research, planning, and insurance.
AI & ML Roadmap
From a DAS-aligned MVP today to a fully ML-powered orbital safety platform.
"Built on NASA data. Scaled by AI."
Live Today: ML-Scored Risk Index
We already deploy our first ML model to help score and cluster debris risk, powering the Astro Sweepers Risk Index (ASRI) for missions and orbits.
Physics-Informed Lifetime Models
Next, we train neural nets that learn orbital dynamics and drag under changing solar cycles, improving re-entry and lifetime predictions beyond simple rule-based DAS checks.
Conjunction Prediction GNNs
Graph neural networks on conjunction data will anticipate multi-body interactions and cascade risks, supporting smarter collision-avoidance and tasking of future sweepers.
Material & Mass Vision Lab
Computer-vision models on radar/optical data classify size, mass and material, enabling better salvage targeting, casualty risk modelling and in-orbit recycling decisions.
Insurance & Pricing AI Engine
Using ASRI scores and mission parameters, our models will estimate claim likelihoods and suggest dynamic premiums—plugged directly into our "Insurer License" tier.
Debris Removal Robotics (RL)
Reinforcement-learning agents will control small sweepers for capture and deorbit, optimising fuel, approach angle and safety—core to our Phase-2 hardware vision.
SPARK-Native Data & Feature Pipeline
A scalable pipeline built on NASA SPARK, TLEs and CDMs keeps models updated as new missions launch, so every additional dataset makes the platform smarter.
Human-in-the-Loop Transparency
Operators and regulators can inspect model inputs, override recommendations and feed back outcomes, keeping AI explainable and audit-ready for safety-critical use.
Responsible & Open Science Partnerships
We plan collaborations with agencies, universities and insurers to co-publish benchmarks, open non-sensitive datasets and validate models against real-world events.