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About / Field Manual

Pipeline Health

Live status for ingestion, scoring, sentiment, and the refresh cycle.

Pipeline field manual

End-to-End Refresh Pipeline

1

Prices / Fundamentals

Vendor feeds and fundamental sources

2

Ingestion

Collect, normalize, and store raw data

3

Scorer

Compute ranks and event metrics

4

Sentiment Agents

Aggregate news, social, and filings sentiment

5

API & Cache Flush

Publish results and refresh API / caches

6

Frontend

UI consumes fresh data and renders

Refresh Cadence Explained

1Ingestion

Runs nightly to bring in the latest data.

2Scorer

Triggers automatically after ingestion completes.

3Sentiment

Runs during market hours on its own cadence.

4API / Frontend

Caches refresh after major updates or manual refresh.

Component Status