The project successfully completed a comprehensive analysis of market, technological, economic, and policy aspects. High-level and application-level analyses were completed, defining market size, identifying key competitors, and validating market potential through industry interviews. User requirements were gathered for mineral mapping, stability monitoring, and environmental applications. Preliminary financial models and pricing strategies were developed.
Internal stakeholder feedback was successfully gathered and analyzed, creating over 30 detailed User Requirement tables. The analysis provided a robust blueprint for the technical development of the G-RAM platform’s services and for shaping the commercialisation and business models in future work packages.
An extensive stakeholder list was created, and initial analysis of customer feedback was planned to provide valuable insights
Comprehensive technical and commercial specifications and service design for the GoldenRAM platform were developed. Deliverables included detailed blueprints for a scalable, secure, and standards-compliant geospatial platform, high-level service design, and service verification and validation procedure. The integrated G-RAM data and services platform was established.
Generic AI tools for mineral prospectivity assessment were developed, specified and implemented prototype AIKPs, and collected EO and in-situ data for demonstration. Significant results included the successful definition of data infrastructure and interface concepts, and the modular structure of tools allowing for easy expansion and adaptation In addition, prototype AIKPs for production, operations, and safety applications in mining were specified, developed, and implemented Seven AIKPs were ready for demonstration and verification in the operational platform environment. Significant results included the development of prototype algorithms and the collection of EO and in-situ data.
AIKP prototypes for environmental monitoring were specified, developed, and implemented . Four AIKPs had a Minimum Working Prototype (MWP) on the GoldenRAM sandbox environment, and the other four thematic AIKPs were prototyped outside the platform. Significant results included the design and specification of all AIKPs and the implementation of MWPs. In addition, the GoldenRAM platform was provided with access to geospatial databases and web applications related to Ukrainian CRM occurrences. Significant results included the creation of geodatabases, the development of REST API endpoints for data exchange, and the successful uploading of data to the GoldenRAM platform.
The IP/Commercialization Plan was development, prepared legal documentation, and supported commercialization readiness. The dissemination and communication activities laid the groundwork for GoldenRAM’s visibility, stakeholder engagement, and long-term impact. Significant results included the development of a comprehensive communication strategy, the creation of high-impact materials, and the successful implementation of outreach activities. The initial exploitation strategy identified three Key Exploitable Results and established exploitation pathways.
