DEEP DIVE // TERMINAL CAPABILITIES

Food Photos. A Clearer Nutrition Log.

01. MULTI-MODAL VISION ENGINE

Photo-Based Nutrition Estimates.

DoseDyno analyzes a meal photo or supplement label to estimate visible foods, serving details, and nutrients. Photo results can be wrong, so the app presents them as estimates.

A completed meal estimate is saved to your daily log. Review the detected foods and estimated calories, protein, carbohydrates and fat, then adjust the saved portions to match what you ate. Our food photo nutrition analysis guide explains the workflow and the limits of a photo-based estimate.

DoseDyno is available for iPhone with iOS 17.0 or later and iPad with iPadOS 17.0 or later.

Label Reading: Extracts visible supplement names, serving details, and nutrient amounts for review.
Meal Estimation: Suggests likely ingredients, portions, and nutrient totals without claiming laboratory accuracy.
Illustrative meal photo with estimated nutrient overlay
02. STRUCTURED NUTRITION REVIEW

Context for Your Daily Summary.

With permission, DoseDyno can include Apple Health activity and sleep summaries alongside your nutrition log. This context is informational and is not a medical assessment.

  • Optional Health Context: Review sleep, steps, and resting heart rate next to your logged nutrition.
  • Daily Summaries: See structured comparisons based on your records and saved goals.
03. VERIFIED-LABEL REVIEW

Supplement Combination Awareness.

DoseDyno can organize verified supplement labels into a structured combination-review status. The status can suggest pharmacist review but cannot rule interactions in or out.

I. INVENTORY COVERAGE

Shows which verified labels were included and which older entries require re-scanning.

II. STRUCTURED REVIEW STATUS

Flags combinations that may warrant pharmacist review without prescribing a timing or treatment decision.

04. DAILY LOG OVERVIEW

Your Daily Nutrition Dashboard.

DoseDyno brings your logged meals, supplements, goals, and optional activity summaries into one dashboard. It helps you review patterns in the information you record without presenting the result as a medical measurement.

Daily Context: Shows general BMR and TDEE estimates alongside logged nutrition and activity so you can review them together.
Clear Source Boundaries: DoseDyno omits environmental claims when no authoritative source is available instead of asking an AI model to estimate live weather.