trigger order.received "PO-20931" customer: "B2B-0417" agent items.check llm.extract(invoice.pdf) → 42 items check inventory.erp ok mismatch: 0 agent credit.approval policy.eval(limit, history) → approved action invoice.issue "INV 118.402" sent to customer notify whatsapp.customer "Order confirmed. Delivery scheduled." trigger ticket.opened "#4471" channel: whatsapp agent support.triage rag.search(knowledge_base) → 3 sources action reply.sent confidence 0.93 human: not needed trigger invoice.overdue "C-8812" agent collections.negotiation llm.draft(history, policy) → offer action crm.updated stage: negotiation trigger order.received "PO-20932" customer: "B2B-0932" agent items.check llm.extract(order.xlsx) → 18 items check inventory.erp ok mismatch: 1 → human review trigger report.monthly sql.query(sales, margin) → summary agent results.analysis llm.summarize → board trigger order.received "PO-20931" customer: "B2B-0417" agent items.check llm.extract(invoice.pdf) → 42 items check inventory.erp ok mismatch: 0 agent credit.approval policy.eval(limit, history) → approved action invoice.issue "INV 118.402" sent to customer notify whatsapp.customer "Order confirmed. Delivery scheduled." trigger ticket.opened "#4471" channel: whatsapp agent support.triage rag.search(knowledge_base) → 3 sources action reply.sent confidence 0.93 human: not needed trigger invoice.overdue "C-8812" agent collections.negotiation llm.draft(history, policy) → offer action crm.updated stage: negotiation trigger order.received "PO-20932" customer: "B2B-0932" agent items.check llm.extract(order.xlsx) → 18 items check inventory.erp ok mismatch: 1 → human review trigger report.monthly sql.query(sales, margin) → summary agent results.analysis llm.summarize → board

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