Contested

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12 projects in the corpus already ship on it. Differentiation is the work.

Reviewed ideas using duckdb

• LARS — Laboratory Analysis and Risk System — openVoice-activated AI assistant for food safety labs. Ask any question about pesticide residue data in natural speech — LARS answers instantly using Google Gemini Live API and real laboratory results.