How Emiko's AI System Works

1. Product Identity

Emiko is a web-based health and fitness application designed for people who need low-friction, private workouts. The system combines on-device movement tracking with a live calorie-balance model so users can keep progress visible without complex planning.

2. AI Movement Tracking

Uses camera-based pose estimation to count reps and evaluate movement quality in real time.
Shows silent on-screen feedback such as form prompts and rep validity cues.
Incomplete or low-quality movement can be filtered from successful rep counts.

3. Caloric Debt Engine

Computes net balance from calories consumed minus calories burned.
When net intake is above plan, the system can construct a short payback session.
Targets practical recovery by assigning realistic session sizes for available time.

4. Diet Intelligence Pipeline

Classifies natural-language meal entries.
Applies context weighting for home, restaurant, and takeout scenarios.
Uses structured ingredient decomposition and database-backed estimations.

5. Privacy and Data Architecture

Camera processing is performed client-side on the user device.
Video is not uploaded or stored as part of normal operation.
Workout logs and text-based records may be synced for product continuity features.

6. Known Limits

Pose-estimation quality depends on lighting, camera angle, and occlusion.
Calorie values are estimates and should not be interpreted as medical measurements.
The platform is a wellness tool, not a diagnostic or treatment system.

7. Contact

For support or technical questions: support@emikoapp.com

For privacy requests: privacy@emikoapp.com

How Emiko's AI Engine Works.