12/2025 (74% completed). Project dissemination and implementation work was extended through participation in a Boston (USA) conference dedicated to practical deployment of healthcare technologies, with emphasis on field operability, data analysis workflows, and applied machine learning for decision support. Project outputs were communicated in the context of real world implementation, including structured environmental datasets, principles of automated evaluation, and interpretation of risk classifications for public health planning. In parallel, implementation activities advanced for simple water cleaning filters based on montmorillonite, bentonite, and kaolinite, designed for use in desert and resource limited communities. The filtration concept was implemented with a defined thermal regeneration approach, enabling repeated use through heat based reactivation, and linked to practical guidance for community level operation aimed at improving water purity in affected settlements.

11/2025 (72% completed). Joint international validation was completed in cooperation with colegues in Naples (Uni, Frederico II) from 19/11/2025 to 24/11/2025, focusing on comparison of QUANTUM performance in water quality assessment and disease screening against independent analytical and clinical data, together with refinement of statistical error parameters and consolidation of outputs for scientific dissemination.

10/2025 (68% completed). Deliveries of essential medicines, medical materials, and diagnostic equipment to Kalacha Sub County Hospital were completed, followed by installation, functional verification under local conditions, and formal handover on 16/10/2025. Local health staff were trained for routine operation, correct sample handling, basic interpretation of results, and basic device care, supported by prepared working documentation and simplified user guidance adapted to the hospital infrastructure.

07/2025 to 09/2025 (55% completed). Processing of water mapping data was performed through systematic transcription of measured values into electronic form, creation and management of structured Excel databases, and basic sorting and visualisation workflows to support interpretation and linkage to evaluation algorithms. QUANTUM WATER technical development progressed through implementation of an end to end workflow from sample insertion to automated processing and database storage, including integration of metadata such as sample code, measurement time, operator identification, and GPS coordinates. Model training and tuning were continued using the locally acquired Marsabit dataset so that outputs support practical categorisation of sources by quality and risk. In parallel, research and development of ecological filtration advanced through definition of a composite filtration medium based on natural clays, preparation of material intended for regenerable cartridges for small household gravity filtration, and initial familiarisation of the pilot group with preparation and regeneration steps. Administrative preparation for scientific internships progressed, including coordination of documentation and placement arrangements, with the internship start rescheduled to 01/2026 due to practical administrative constraints.

06/2025 (35% completed). The second monitoring mission was successfully completed, concluding on 06/06/2025. It focused primarily on direct field measurements using the QUANTUM WATER device and the collection of approximately 1,600 water samples from the Marsabit region. Dataset evaluation was initiated, and the structural concept of the online mapping platform was prepared based on the collected measurements and associated geolocation documentation.

04/2025 to 05/2025 (30% completed). The second project phase was carried out in collaboration with Comenius University in Bratislava, the TATRASKY startup, Marsabit District Hospital, and the NGO IREMO. It involved the production, calibration, and optimisation of the QUANTUM WATER system for real world application in Kenyan conditions. Adjustments were made to improve analytical sensitivity, portability, and ease of use in semi arid field settings.

02/2025 to 03/2025 (24% completed). The first monitoring mission took place. Slovak and Kenyan teams held field sessions to introduce the QUANTUM HEALTH project to local communities. The activities included hands on education, stakeholder meetings, and the establishment of key partnerships with local authorities. This phase laid the groundwork for future diagnostics, training, and technology transfer.

01/2025 (16% completed). Project logistics were finalised. Equipment was prepared and procedures were adapted for deployment in the Kenyan context. Teams in both Slovakia and Kenya began operational coordination and finalised technical parameters for initial field tests.

12/2024 (10% completed). Preparatory phase. The QUANTUM HEALTH project was formally initiated. Core teams were established, operational roles defined, and the first internal meetings with project stakeholders, Comenius University, TATRASKY, IREMO, and Marsabit District Hospital, were conducted. Educational materials and field protocols were finalised in readiness for implementation.