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AI · Data
Content analytics system
An autonomous LLM pipeline for collecting and analyzing trends: from sources to publication, with control at key steps.
Pipelinerun
123
IngestAnalyzePublish
6
layers
0
manual keys
Challenge
Analysts manually gathered trends from dozens of sources and lost hours to routine; keys and access scattered across scripts.
Solution
A six-layer pipeline: ingest → normalize → LLM analysis → human review → draft → publish. Secrets in a single secure vault, no manual keys in code.
Outcome
Routine cut several-fold, quality control at key steps, zero manual keys in code.
Stack
LLMPythonQueueVaultObservability