What Fluence does
How Fluence works
A 5-layer architecture that turns digital behavior into actionable context, in real time and at scale.
Layer 1
Ingestion
Normalizes clicks, timing, navigation, and uncertainty signals into a behavioral event stream.
Layer 2
Behavioral modeling
Turns signals into confidence-scored traits, state, and intent so your system knows what is happening now.
Layers 3–5
Memory, API, and orchestration
Stores semantic and episodic context, serves it through one API, and closes the loop with recommendations and outcomes.
API
One call. Full context.
Returns traits, state, intent, and recommendation in a product-ready or agent-ready format.
GET/context/usr_maria200 OK
traits
decision_style: analytical
state
current: comparing_options
intent
primary: understand_pricing
recommendation
show_guarantee + avoid_pressure
See the architecture applied to your case.
The technical walkthrough happens in a private session, with examples tailored to your product.