Use Cases — proof, not proposals.
Every use case here maps to something we already have running in production for a real customer. If you're evaluating AI for your vertical, this is where to start.
AI-first Retail POS
Arabic-first POS + inventory + customer engagement with AI baked in.
RetailOS @ Mr. Donut — live pilot, daily operations
AI for Medical Exam Prep
Adaptive study platform for medical licensing exams. GA4 + Clarity instrumented.
MedPrüf — 10,993 questions live across 3 exam tracks
AI for B2B Sourcing
Autonomous research + outreach agents for cross-border sourcing. DKIM-authenticated.
Bridge Sourcing — 21 opportunities, 0% tariff lane
AI for Clinics & Practices
Booking, reminders, triage, follow-up. Language-native for Arabic and German.
Applied pattern from MedPrüf + RetailOS in clinic pilots
Ship an AI system that actually runs.
Fixed-fee, 2-6 weeks, EU-timezone. Book a 20-min fit call or send a note.