The client came with the product vision and the understanding of the market. Mobiversal was the development partner that turned the vision into a launchable product - from research interviews with real NGOs, through product workshops, to a functional MVP. Technical decision: Build new on a modern stack, with pragmatic AI integration for repetitive tasks (transaction categorization, report generation, donor personalization suggestions).
Product philosophy: ethical and low-cost AI focused on the realities of non-profit entities (grants, transparency, RO/EU compliance), not on enterprise complexity.