Jason Ward · Agentic Conversations (formally mlops.community) · How a Logistics Giant Keeps AI Data Locked Down
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tags each AI workload (model, app, or agentic workflow) to record ownership and enable cost tracking per resource
“I would do cost by app… or cost by model… I track spend and efficiency by model, so devs can look and see what’s the best model per their workload”
“Single biggest uptick in cloud-based fraud today is AI workloads because they consume resources faster ... we put a better alerting mechanism”
“The cost of the licensing? What is the cost of ownership? And what is the cost of growth? Like those are the three buckets that I think about”
“Owner Andy Brown used AI coding tools to build internal apps for kitchen screens, phone order tracking, and staff scheduling. Plus a voice inventory app that works in English or Spanish.”
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