tMLS + INi
Longevity
The Machine Learning solutions (TMLS) is a research and development laboratory focused on machine learning, but its approach goes far beyond the technical. Specializing in consulting that combines language, ontology, design, and meaning, TMLS starts from a fundamental premise: technology is only relevant when it responds to real human needs. Therefore, its work is based on understanding the social and cultural framework in which artificial intelligence is implemented.
In this quest to make sense of technology, TMLS finds longevity a structuring axis. It does not approach it solely as a demographic phenomenon, but as a true social revolution that profoundly transforms the way we live, work, and age. The long-lived society is not just a projection of the future, but a future that is already reconfiguring our structures: it modifies the parameters of work, postpones retirement, demands new eating habits, redefines health, and produces what the Novas Idades Institute has called “new ities”—new ways of navigating our sixties, seventies, eighties, and beyond.
TMLS works in partnership with the INI Institute to build a robust conceptual framework: the Sustainable Longevity Framework (SLF). This ecosystem not only guides public policies and organizational strategies, but also allows for the development of ontologies applicable to artificial intelligence projects, ensuring that each technological development is rooted in meaningful and sustainable human contexts.



The Novas Idades Institute is an ecosystem that generates innovative solutions for companies and individuals committed to facing the demographic challenges of the future!