The difference between an agent that impresses in a demo and one that survives an audit begins with the science that sustains it. More than a decade of behavioral research anchors every Legathum decision.
TNCM — the Multidimensional Neuro-Cognitive-Behavioral Theory — is the theoretical body that sustains Legathum. From it derives VACE, the proprietary behavioral architecture that maps decision judgment across four dimensions with neuroanatomical anchoring.
The difference from a conventional personality test is structural: VACE does not classify the person into a box, it maps how the person decides — the patterns under uncertainty, the non-negotiable values, the risk thresholds. It is that map that trains each agent.
Strategy, long-term vision, decision under uncertainty.
Generation of alternatives, non-obvious association, innovation.
Reading people, culture, transmission of values.
Rigor, data, validation, risk management.
In October 2023, in São Paulo, the world's first public cognitive digital twin was demonstrated operating with the criteria of its original. Pioneer credit of the technical thesis.
Proprietary psychometric dataset of thousands of profiles, structured and consented (never scraping). The MemorAI infrastructure originates in academic research by alumni researchers of the UC Berkeley iSchool.
Data capture is structured and consented, in full compliance with the GDPR. Every agent operates with human oversight at critical points and an auditable decision trail — compliant with Regulation EU 2024/1689 (EU AI Act).
The MemorAI technical infrastructure originates in academic research by alumni researchers of the UC Berkeley iSchool — an academic citation, with no institutional affiliation or endorsement. The 2023 public case corresponds to a demonstration of the technical thesis; subsequent transactions between third parties are independent agreements. Legathum hybridizes processes and does not practice medicine.
We show how the architecture applies concretely to your business.