Verifusion builds coherence intelligence: AI systems that reason across language, affect, behaviour and context to model human state. Where conventional AI analyses isolated signals, Verifusion looks for structure — the alignment, tension and contradiction between what is said, felt, shown and known.
Verifusion is in active development. Access to the architecture, deployment roadmap and integration layer is available to selected partners and collaborators. If you understand what is at stake, we want to hear from you.
Request Early Access →Current systems parse words. They have no mechanism for determining whether those words cohere with affect, behaviour, memory or context. Verifusion is built on the premise that human meaning is not found in any single signal — it emerges from the coherence between them.
Three foundational capabilities — sensing, modelling, and knowledge — combine to produce three higher-order outcomes: cognition, truth, and awareness. Each layer is grounded in original research and working implementation.
The Verifusion system connects sensing, affective modelling and contextual knowledge into a coherence model — a structured, interpretable view of human state designed for deployment in human-facing AI systems.
Real-time detection of emotional state across voice, face, eyes, gesture, and physiological signals. A continuous, normalised stream forming the perceptual foundation of the system. The raw material of awareness.
A systems-level architecture in which emotion is the primary control mechanism for cognition, memory, and decision-making. Three nested feedback loops at fast, medium, and slow timescales. The brain of the system.
The world knowledge substrate — large-scale AI providing factual grounding, contextual reasoning, and accumulated understanding of human culture and science. Combined with emotional architecture, it transforms retrieval into comprehension.
The architecture is a disciplined processing chain. Each stage adds structure, context and constraint before any interpretation is formed. The product is not a score. The product is the model.
Capture behavioural, linguistic, emotional and contextual signals.
Interpret affective intensity, regulation, conflict and motivational patterns.
Connect the state to memory, culture, environment, and prior meaning.
Compare internal coherence with external evidence and narrative consistency.
Constrain interpretation so the system remains responsible and human-centered.
Verifusion is not a research project awaiting a product. It is an architecture being built toward deployment. Access is available to selected partners in clinical intelligence, trust and verification, adaptive systems, and safety and governance. Register to open a conversation.