Where AI actually helps
Voice ordering, demand forecasting, automatic reorder suggestions — narrow, measurable use cases beat 'AI for everything'.
Guardrails
Schema-validated tool calls, rate limits and human-in-the-loop for high-impact actions like refunds.
"Engineering excellence is invisible when it works — but the difference is felt every day."
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