customer engagement active learning CEP data architecture real-time personalisation
Active Learning and CEP: Teaching Systems When to Ask
Active learning isn't just for ML teams — it's a CEP design principle. Here's how to build engagement systems that know when human judgment matters.
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agent observability customer engagement platforms active learning data architecture real-time personalisation
Agent Observability: The Missing Layer in CEP Data Stacks
AI agents running your customer engagement pipelines need observability built in — or a confused customer is your first warning sign. Here's what to build.
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