Notes on the relationship intelligence age.

A quick guide to get up and running with O

Every CRM was built for sales funnels. O was built for human networks. This is why that changes everything.

Joana published the piece under the title How European social media is redefining professional relationships.

In a recent interview with Andrew Allan at Wiznerd.net, our co-founders Paolo and Max walked through Sumbios O — the AI networking agent.

What twenty years of displacement taught me about connection, technology, and why Sumbios exists

A networking agent is an AI-driven relational intelligence system that replaces manual relationship tracking with persistent memory, contextual preparation, and coordinated execution across your professional network. Built on four mechanisms: memory, context, execution, and permissioned sharing. It transforms fragmented contacts into a living, navigable network asset that compounds in value over time. It is not a smarter CRM; it is the infrastructure layer that makes your network think, remember, and act with you.

CRM systems built for manual tracking are being replaced by AI-driven relational memory systems that automatically capture context, surface insights, and orchestrate meaningful interactions without administrative overhead.