Risks

• Data Visualization: The greatest risk to the project is that we will not be able to project the information from geospatial data sets onto an interactive map in a way that would be useful to the users of the platform. We are attempting to mitigate this risk by choosing an appropriate tech stack and by performing early prototype testing.

• Data Inaccuracy: Relying on remote sensing and satellite data introduces the risk of incomplete or outdated information. We mitigate this by incorporating multiple data sources and backup systems to verify data accuracy. We will also be using trusted sources such as The Planetary Computer from Microsoft.

• Interoperability Issues: Ensuring our platform integrates with existing systems across jurisdictions can be complex. To mitigate this, we will develop flexible APIs and follow open standards such as OGC standards.

• Browser Compatibility: Since this platform must be used by diverse teams across various jurisdictions, compatibility with different browsers is essential. To mitigate this, we will perform thorough cross-browser testing and ensure the platform is optimized for widely-used browsers (e.g., Chrome, Firefox, Edge, Safari) to guarantee accessibility and performance consistency.

• Big Data Handling: The platform will be required to process and manage vast amounts of data from diverse sources (e.g., satellite imagery, weather data, radar). This introduces risks related to latency, data storage, and processing power. We plan to mitigate this by using cloud-based solutions for scalable data storage and processing, as well as optimized algorithms to ensure real-time data processing.

• User Adoption: IMT commanders may resist transitioning to a new system. To address this, the platform will offer an intuitive user interface, in-depth training modules, and strong support for legacy system compatibility.