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Transparency of Limitations

Nutramilo is a wellness and educational platform. This page lists clearly what we CANNOT do — so you can make informed decisions about your health.

What Nutramilo CAN

  • Compute clinical indices (HOMA-IR, eGFR, ACR) from your labs — standard, peer-reviewed formulas
  • Generate DIL / glycemic load analysis for foods — proprietary model, validated with unit tests
  • Stratify dental risk (CAMBRA + EFP 2018) — academic protocols
  • Surface observations from radiographs — observational only, never diagnostic
  • Combine multiple modules into a unified metabolic phenotype via weighted consensus
  • Refer you to qualified specialists when concerns are identified

What Nutramilo IS NOT and CANNOT do

  • Not a medical device (CE Class IIa)
    We are not certified under EU MDR 2017/745. We do not diagnose, prescribe medication, or predict disease outcomes.
  • Not a replacement for a doctor
    Every signal we surface — from composite phenotype to X-ray observations — is meant to inform a conversation with a licensed medical professional, not autonomous decision-making.
  • AI Coach suggestions are not clinically validated
    Text outputs of our AI Coach and NutriBot are constrained by system prompts but not independently ground-truthed against expert opinion. Always cross-check with a doctor.
  • No prospective RCT data
    We have not conducted a prospective randomised controlled trial. Improvements in HOMA-IR/HbA1c after following our recommendations are not independently proven.
  • International cutoffs, not BG-specific
    Lab cutoffs (KDIGO, ADA, EFP) are international. Local normalisation for the Bulgarian cohort is on our roadmap.
  • X-ray and radiographs — observational only
    Vision modules use GPT-5.2 under strict observational prompts. We do not detect caries, periodontitis, tumours or other clinical findings. Always discuss with your dentist.

What IS validated

all tests passing

Clinical formulas are independently tested against peer-reviewed publications (Matthews 1985, Inker 2021, Featherstone 2007, Tonetti 2018, Holt 1997, Salmerón 1997, Lovallo 2005-2006). The full methodology is publicly available.

Read the methodologyDownload Colab audit notebook

When you should NOT use Nutramilo

  • You have severe symptoms requiring emergency care — 112 / hospital
  • You're under active treatment and need regimen changes — only with your doctor
  • You are pregnant or planning to be — only under medical supervision
  • You have a condition requiring a registered dietitian (haemodialysis, rare metabolic disease, etc.)

Your rights

You have full rights of access, export and deletion of every piece of data we hold about you. Visit your profile settings or email support@nutramilo.com.

Last updated: April 2026

Nutramilo is an AI platform for personalised health and prevention.

It does not diagnose and does not replace medical consultation.

Intended use: Nutramilo is an AI platform for personalised health and prevention. It provides educational analyses, assessments and recommendations based on nutrition, lifestyle and science-based models. Nutramilo is not a medical device, does not diagnose and does not prescribe treatment. AI generates explanations and personalised guidance that do not replace consultation with a physician or another qualified health professional.

Nutramilo

AI platform for personalised health and prevention — built with real clinical practice.

EU-based hosting · GDPR-aligned

Wellness and educational platform — NOT a medical device

© 2026 Nutramilo · International Sci Ink Press Ltd.

Disclaimer: This platform provides informational insights only and does not replace professional medical advice, diagnosis, or treatment.

Nutramilo — AI платформа за хранене и метаболизъм