A2P2 is a framework, not a service. Qualifying organisations licence it annually and operate it inside their own materials science, R&D, and regulatory affairs functions. The platform is configured to the licensee at onboarding — lead device classes, material grades, and regulatory pathways are entered into the framework, and the licensee's materials library begins to populate from their first study onward.

For that first study, Gulsine Lab can work alongside the licensee's team to ensure correct mechanism identification, study design, and output structuring. From the second study onward, the licensee operates the framework independently. The framework does not remain a generic tool; it becomes the licensee's own scientific asset, deepened with every study they run.