OrbitAI

Elevator Pitch: Imagine being able to track and predict satellite positions with unprecedented accuracy, all in real-time. OrbitAI leverages advanced machine learning integrated with the proven SGP4 orbital propagation method. Our platform empowers satellite operators to make more informed decisions, enhance mission planning, and ensure the safety of space assets. Welcome to the future of satellite tracking and prediction, powered by OrbitAI.

Concept

Integrating Machine Learning with Orbital Propagation for Enhanced Satellite Tracking

Objective

To provide satellite operators and space agencies with a high-precision, real-time tracking and prediction tool by leveraging a differentiable version of the SGP4 algorithm integrated with machine learning.

Solution

OrbitAI uses dSGP4, a novel differentiable version of the widely recognized SGP4 algorithm, enhanced with machine learning capabilities to predict the positions and velocities of Earth-orbiting objects with unprecedented precision.

Revenue Model

Subscription-based access for satellite operators and space agencies to our SaaS platform, along with premium features like API access, real-time alerts, and customized prediction models.

Target Market

Government space agencies, commercial satellite operators, satellite manufacturers, and space situational awareness (SSA) service providers.

Expansion Plan

Expand service offerings to include collision avoidance solutions, orbital debris tracking, and integration with emerging space traffic management systems. Establish partnerships with space agencies globally.

Potential Challenges

Data privacy and security concerns, computational resource intensity, and ensuring model accuracy and reliability over time.

Customer Problem

Current orbital propagation methods lack precision and adaptability, making it challenging for satellite operators to accurately predict satellite positions and plan missions efficiently.

Regulatory and Ethical Issues

Compliance with space traffic management regulations, responsible use of orbital data, and ensuring transparency in data processing and prediction methodologies.

Disruptiveness

OrbitAI fundamentally enhances orbital prediction accuracy and operational efficiency for satellite operators by integrating traditional propagation methods with cutting-edge machine learning technologies.