FlarePredict

Elevator Pitch: FlarePredict harnesses cutting-edge AI to provide unprecedented early warnings for extreme solar flares, safeguarding critical infrastructure and ensuring uninterrupted operations. With our subscription-based model, your organization can minimize risks, avoid costly disruptions, and maintain operational continuity with confidence.

Concept

Advanced AI-driven software for early prediction of extreme solar flares to mitigate their risk on critical infrastructure

Objective

Prevent disruptions in satellite operations, communication systems, and power grids by providing early warnings for extreme solar flares

Solution

Utilize a Residual Network (ResNet) trained on HMI intensitygrams and magnetograms to accurately predict the occurrence of extreme class flares, ensuring timely preventive measures

Revenue Model

Subscription-based SaaS for industries reliant on satellite operations and electrical power grids; Custom packages for government and research institutions

Target Market

Telecommunication companies, satellite operators, power transmission companies, government space agencies, and meteorological institutions

Expansion Plan

Extend services to global markets, continuously improve the model’s accuracy with new data, and expand into educational sectors for space weather awareness

Potential Challenges

High initial R&D costs, data privacy issues, dependency on continuous and high-quality data supply

Customer Problem

Inadequate early warning systems for extreme solar flares leading to severe disruptions in critical services

Regulatory and Ethical Issues

Compliance with international space and data regulations, maintaining data privacy and securing user data

Disruptiveness

Transforms the responsiveness of industries to space weather phenomena, drastically reducing the downtime and damages caused by solar flares