Building AI Observability for the Native Stack: Architecture Design and Engineering Practice from Bonree ONE 4.0

Automated excerpt

Rather than a feature tour, the goal here is to explain the reasoning behind three capability areas we built — AI Observability, an AI-driven natural-language query layer called SmartAsk, and an autonomous agent workbench called Bonree ONE·Sage AI — and the production challenges that shaped their architecture. An insurance customer of ours ran an AI phone agent for customer service. AI Observability, SmartAsk, and Bonree ONE·Sage AI aren't three independent features so much as three layers of the same problem.

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