Journal
Notes on systems
Ops AI, data and method.
Ops
From a call to CRM records without “another chatbot”
Conversation intelligence as an approved writeback — not an answer for its own sake.
Read →MethodAudit, provenance, human-in-the-loop
Why an agent without a trace is a demo, not a system. The same logic applies to a TMS and a data warehouse.
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