BirrVoice Ledger (SME Voice Assistant)

A voice-first point-of-sale and bookkeeping ledger tailored for local Ethiopian small-to-medium enterprises and shopkeepers.

Key Capabilities

Voice Ingestion via Voxide: Real-time conversational logging supporting sales, restocking, and expense tracking in both Amharic and English.
Dynamic Ledger & Stock Levels: Instant visual feedback with automated stock deductions, inflow/outflow calculations, and net margin tracking.
Traceable Ideation: Problem formulation and architecture documented via Scholarxiv in alignment with STARK hackathon standards.