ROADMAP

Where this is going.

Phase 1 is the core loop. Once that's solid, Phase 2 brings in CGM data and starts learning from what's actually happening after meals. Phase 3 is the native app and the features that depend on having enough history to be useful.

LIVEPHASE 1

The core loop

Photo and voice capture, carb estimation, insulin ratio math, meal log. The basics, done properly.

Photo carb estimation via AI (Claude vision)

Voice capture: describe what you're ordering before it arrives

IC ratio-based insulin recommendation

Confidence score on every estimate

Human confirmation before any dose is logged

Full meal log with timestamps

Starter and Plus subscription tiers

Dark theme

Google login integration

Offline-first voice queuing

Native iOS and Android apps

UP NEXTPHASE 2

CGM integration + pattern analysis

This is where it gets more useful. I want to see your glucose before recommending a dose, and I want to learn from what's actually happening after meals.

LibreLink and Dexcom CGM integration: see current glucose before dosing

Post-meal BG tracking: did the estimate hold?

Pattern analysis: which foods consistently spike you?

IC ratio drift detection: flag when your ratio seems off

Pre-bolus timing recommendations based on your personal data

Export meal + BG data as CSV for your endo

Better confidence scoring trained on your history

LATERPHASE 3

Native app + advanced features

A proper iOS and Android app, family accounts, and the features that need Phase 2 data to work properly.

Native iOS and Android app

Pre-bolus timing reminders

Apple Watch and WearOS complications (current BG at a glance)

Family accounts: parents managing T1D kids

Endo sharing: send a report directly to your healthcare team

NZ and AU food database improvements (local foods, takeaway chains)

Correction dose calculator (current BG + sensitivity factor)

Meal tagging and custom entries for foods you eat regularly

Timelines aren't published because I work on this around a day job and a T1D life. Phase 2 starts when Phase 1 is stable. If something's important to you, tell me.