Collective Intelligence with Federated Learning and AI-native Apps by Human Managed's Saleem Javed

What is intelligence in the age of artificial intelligence? At Human Managed, we believe unlocking AI’s true potential means generating better intelligence to improve outcomes. Better intelligence is the result of real-time, cross-collaborative exchange and sharing among multiple parties.
For the last five years, we have built data models and data flows organically from customer’s data for cyber, risk & digital use cases ranging from asset management, cloud security posture management, and fraud management. We call these ‘Nano Models’ - models that are trained on relevant data to deliver very specific outcomes.
As the next phase of our growth, we are improving our nano models to learn in real time and distribute intel to our platform participants without compromising on privacy and security. Federated Learning is the identified technology that will enable this, drawing upon real-time, privacy-preserved intelligence from diverse participants.
In this video taken during the PhilSec Cybersecurity Conference in July 2024, our Founder and Chief Architect Saleem Javed Mohamed Ismail talks about collective intelligence powered by federated learning technology run on distributed data platform.