The OnTrack Engine

How OnTrack Turns Food into Glucose Intelligence

From photo capture to CGM curve synchronization, explore the five seamless steps that make OnTrack the most intelligent diabetes platform for global diets.

01
Step 01 — Photo AI Recognition

Snap Any Cultural Meal

AI photo recognition tuned for West African, South Asian, Caribbean & Middle Eastern food

Simply snap a photo of your plate. Whether it's Kenkey with fish, Biryani with raita, Injera with doro wat, or Ackee and saltfish, OnTrack's AI instantly identifies ingredients that traditional Western apps misclassify.

Trained on 500+ regional and traditional dish recipes
Recognizes complex sauces, starchy root vegetables, and grain blends
Supports barcode scanning, label photo analysis, and voice entry fallback

AI Meal Photo Scanning Screen

Screenshot: Camera view identifying Kenkey, Fried Fish, and Shito chili sauce

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02
Step 02 — Clinical Macro Engine

Instant Macro & Net Carb Breakdown

Accurate carbohydrate, fiber, fat, and protein breakdown

Within seconds, OnTrack calculates total carbohydrates, net carbs, dietary fiber, fats, and protein. Editable sliders allow you to tweak portion sizes with real-time recalculation.

Differentiates complex starches from rapid-acting simple sugars
Net carb calculation tailored for bolus insulin dosage reference
Custom portion scaling (e.g. 1.5 cups vs 1 bowl)

Nutritional Macro Analysis UI

Screenshot: Nutritional breakdown displaying 48g carbs, 8g fiber, 22g protein

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03
Step 03 — CGM Data Integration

CGM & Continuous Glucose Overlay

See your actual glucose curve overlaid directly on your meal photos

Connect Dexcom G6/G7, FreeStyle Libre 2/3, Eversense, Apple Health, or Google Health Connect. OnTrack maps your blood glucose readings across 1-hour, 2-hour, and 4-hour post-meal windows directly onto your meal photos.

Automatic synchronization with major Continuous Glucose Monitors
Visual spike peak indicators & Time-in-Range (TIR) metrics
Correlates specific ingredients with your personal blood sugar triggers

CGM Curve Overlaid on Food Photo

Screenshot: Jollof Rice photo with Dexcom glucose curve peaking at 142 mg/dL

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04
Step 04 — Personalized AI Coach

Proactive AI Nutritionist Guidance

Predictive glucose insights before you take your first bite

Your built-in AI coach analyzes your meal logs alongside your historical CGM responses. It predicts your post-meal spike before you eat and suggests simple tweaks (e.g. 'Eat salad 10 min first' or 'Add extra protein').

Pre-meal glucose impact prediction score
Actionable meal sequence tips to blunt glucose spikes
24/7 AI chat to answer questions about any food item or recipe

AI Nutritionist Recommendation Card

Screenshot: AI suggestion to add 15g fiber to blunt Chapati glucose spike

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05
Step 05 — Healthcare Provider Portal

Clinical Reports for Doctors & Care Teams

Export comprehensive PDF summaries for your endocrinologist or dietitian

Generate clean 14-day or 30-day glycemic summaries showing average glucose, estimated A1C, meal photos, and Time-in-Range percentages. Perfect for clinic visits.

One-tap PDF report generation
Includes meal photo log alongside glucose trend lines
Compliant with clinical diabetes standards (ADA & EASD guidelines)

Endocrinologist PDF Export Report

Screenshot: PDF summary document with 14-day TIR stats, meal photos, and A1C estimate

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Seamlessly Integrates with Your Favorite Hardware & Health Apps

Dexcom G6/G7
FreeStyle Libre 2/3
Eversense CGM
Apple Health
Google Health Connect
Bluetooth Monitors