Danielius Studio

Platforms & marketplaces

AI Medication Intelligence

safety - first drug interaction engine plus clinical and consumer apps for the African market, built mobile - first in React Native.

Architecture: AI Safety Engine

Patient Voice Input spoken in Kiswahili or English Manual Entry worker types drug names Medication Photo label or pack Voice-to-Text handles both languages OCR Recognition reads pack labels Drug Name Normalizer brand or generic, local or global Verified Medicines DB interaction and dosing rules Kenya Brand Map local names to generics Pair Interaction Checker drug-to-drug clashes Polypharmacy Check five-plus drug patterns Dosing Calculator weight, age, kidney, liver AI Reasoning Layer explains findings in plain words Safety Verification catches made-up interactions Severity Classifier life-threatening to mild Kiswahili Output spoken or written Warning + Advice what to do, in plain words English Output spoken or written lookup structured findings draft answer verified findings

Architecture: Apps & Platform

Healthcare Worker nurse, pharmacist, doctor Patient on treatment Caregiver family member Clinical App React Native Consumer App React Native Login + Role Layer clinician, patient, caregiver Patient Profile history and allergies Medication Log current and past meds Reminder Engine push and SMS schedules AI Safety Engine see diagram above Audit Log who saw what, when Clinical Review Queue flagged cases for human check Hosting + Database scalable, low-cost for Africa Pilot Dashboard usage, adherence, flags Founder Admin manage users and content

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