Cognitive Substrate
A live ontology of how the operation classifies events and what it usually does next.
A live model of how you decide
The Cognitive Substrate is the working map: types, links, and history.
Data comes in. The substrate pulls out links, maps cause, and keeps a model of how decisions get made.
It stores context, not just the last row.
Shared types
What an event, an action, and a decision are, in words desks can argue about
The links
Cause between entities, not two numbers that moved together
Kept current
Updates as records arrive. Stale if the feed is down, and honest about it
How it works
Ingestion
Raw data streams enter the substrate from multiple sources
Extraction
The system extracts entities, relationships, and context
Modeling
A cognitive model is built and updated in real-time
Intent State Inference
The Cognitive SDK classifies user intent in real-time using on-device processing.
Focused
Clear intent, high confidence
Deliberative
Hesitation patterns, consideration
Frustrated
Errors detected, poor performance
Wandering
Low engagement, exploration
Pattern Detection Types
The system identifies behavioral patterns across multiple dimensions.
Temporal
Time-based patterns
Spatial
Location-based patterns
Sequence
Event sequences
Frequency
Repetition patterns
Behavioral
Intent indicators
Semantic Ontology System
The substrate maps raw user actions to semantic meanings, enabling the system to understand intent, not just events.