AI-Powered Metabolic Intelligence

Where insulin data meets predictive intelligence

Current pumps only know glucose and carbs. Dossi considers 60+ factors and learns your unique metabolic patterns over time.

60+
Contextual Factors
4hr
Prediction Horizon
24/7
Continuous Pattern Learning
Dossi Dashboard

The Problem

Today's pump algorithms are limited

Ran this morning?

Pump doesn't know.

Slept 4 hours?

Pump doesn't know.

Eating pizza?

Pump doesn't know.

Getting sick?

Pump doesn't know.

You adjust for all of this manually. Every. Single. Day.

How It Works

Intelligence that adapts to you

Personalized insights based on your data, patterns, and physiology.

1

Data Ingestion

  • Glucose & insulin data
  • Activity, sleep, heart rate
  • Meals & time of day
2

Pattern Detection

  • Glucose response patterns
  • Sensitivity changes
  • Exercise & meal effects
3

Modeling

  • Model glucose trajectories
  • Simulate insulin impact
  • Quantify uncertainty
4

Insight

  • Shadow comparisons
  • Basal pattern insights
  • Clinically constrained

Features

Built for real life with T1D

60+ Contextual Factors

Exercise, sleep, stress, hormones, meal type, site age, and more—all incorporated into every analysis.

Bayesian Learning

No hardcoded rules. Dossi learns YOUR patterns through probabilistic inference that improves over time.

5-Layer Safety

Hard limits, physiological bounds, hypo prediction, anomaly detection—all before insights are surfaced.

Photo Meal Recognition

Snap a photo. AI identifies foods and estimates macros. No more guessing carb counts.

Shared Views

Dossi Follow lets parents and caregivers monitor glucose remotely with optional shared glucose views.

Privacy First

Your health data stays on your device. No selling to advertisers. Ever.

Continuous Learning

Refines models with each new data point

After every meal, Dossi tracks what actually happened and refines its understanding of your unique physiology.

1 Predict — Modeled glucose outcome
2 Observe — What actually happened
3 Attribute — Which factors were active
4 Update — Refine personal model
Learning Loop

The Difference

Traditional Pumps vs Dossi

Capability Traditional Pumps Dossi
Current glucose
Carb counting
Exercise awareness
Sleep quality impact
Meal type (fat, protein)
Time-of-day patterns
Photo meal recognition
Stress & HRV awareness
Menstrual cycle tracking
Site age tracking

The Opportunity

Why This Matters

1.7M

Americans live with Type 1 diabetes.

21%

Only 21% of adults with T1D meet glucose targets.

180+

Extra health decisions every single day.

Get Early Access

Be first to experience smarter diabetes management

Join the waitlist to get early access when Dossi launches.