How EnergyLogic Works
Under the Hood
EnergyLogic is a behavioral-cognitive system using a multi-layered model of human states to predict behavior, select strategies, and enhance user life effectiveness.
The architecture is built as a hybrid of three key levels: Data Layer, Behavior Engine, and Strategy OS.
System Architecture
Three integrated layers working together to create personalized life navigation
Data Layer
Collection and normalization of signals
Aggregates minimal necessary user data
Transforms into "energy profile"
Basic characteristics (age, schedule, workload, goals)
Subjective markers (mood, energy, physical state)
Behavioral patterns (decisions, deferred tasks, focus, impulsiveness)
Environmental context (stressors, pressure points, resources)
Data passes through a normalizer that algorithmically converts fragmented information into readable parameters: energy levels, cognitive flexibility, stress index, focus index, risk index, etc.
Behavior Engine
Mathematical model of energy and behavior
The core of the system - pure mathematics
Energy Flow Model - predicts daily/weekly energy peaks
Decision Pattern Model - predicts decisions in different states
Friction Mapping Model - identifies energy leaks
All three models work together
Creates personal EnergyGraph (dynamic state map)
Energy Flow Model
Predicts daily and weekly energy peaks using personal activity curves, environmental influence, behavioral cycles, and mood variability
Decision Pattern Model
Predicts decisions based on logical preferences, impulsiveness, stress resilience, risk tendency, and information processing style
Friction Mapping Model
Identifies friction points: procrastination, chaos, overload, lack of structure, incorrect effort distribution
Strategy OS
Personal routes and protocols
Based on EnergyGraph generates:
Daily Routes - step-by-step trajectories
Protocols - strict action sets for high-risk tasks
Adaptive Recommendations - real-time route adjustments
Long-range Forecasts - weekly/monthly effectiveness predictions
Daily Routes
What to do now, later, and what to avoid
Protocols
For negotiations, conflicts, deadlines, recovery
Adaptive Recommendations
Real-time state change responses
Long-range Forecasts
Macro-goal planning support
Why EnergyLogic Works
Business logic and competitive advantages
High Retention
The system becomes a "behavioral assistant" — a daily tool users rely on
Deep Personalization
Unlike fitness trackers and generic AI coaches, EnergyLogic builds a personality model, not just advice
Increasing Accuracy
The more users interact, the more accurate behavior predictions and results become
Economic Scalability
90% of logic is algorithmic. All three model layers scale without deep individual consultations
Future Scaling
EnergyLogic is a platform that can be extended with additional modules:
In perspective — "Human OS" on top of the user's real life
Career Navigator
Stress-OS
Relationships & Communication
Leadership
Health & Recovery
Finance & Risk Management
Ready to Dive Deeper?
Let's discuss pilots, funding, data partnerships, and the technical roadmap