zuumb: how information flows end to end

zuumb: how information flows end to end A data-flow diagram generated by Archify. 01 / Sources 02 / Ingest 03 / Score 04 / Group 05 / Act + learn Wazuh alerts · indexer _search · 01 / Sources Wazuh alerts indexer _search D1 / D2 · anomaly detectors · 01 / Sources · D1 container D1 / D2 anomaly detectors D1 container Analyst · overrides a verdict · 01 / Sources Analyst overrides a verdict Ingestion · normalise · dedupe · 02 / Ingest · Alert rows Ingestion normalise · dedupe Alert rows Claude · verdict + reasoning · 03 / Score · only LLM Claude verdict + reasoning only LLM Triage agent · redact + prompt · 03 / Score · masks secrets Triage agent redact + prompt masks secrets Second opinion · TF-IDF + LogReg · 03 / Score · no API call Second opinion TF-IDF + LogReg no API call Feedback · override rows · 03 / Score · AnalystFeedback Feedback override rows AnalystFeedback Correlation · entity + time · 04 / Group · Incident rows Correlation entity + time Incident rows Playbooks · propose tasks · 04 / Group · Task rows Playbooks propose tasks Task rows Approval gate · human click first · 04 / Group · logs action tasks Approval gate human click first logs action tasks Chain stitcher · MITRE order · 05 / Act + learn · AttackChain Chain stitcher MITRE order AttackChain Dashboard · incidents + chains · 05 / Act + learn Dashboard incidents + chains Similarity · MiniLM · advisory · 05 / Act + learn · local model Similarity MiniLM · advisory local model Wazuh AR API · allowlisted actions · 05 / Act + learn · live only Wazuh AR API allowlisted actions live only alert JSON Wazuh alert anomalies same ingest path alert brief Alert row masked brief secrets masked masked brief stays local verdict Verdict row advisory primary if AI off incidents Incident rows incidents when opened incidents chains AttackChain alert text alert text only hints advisory tasks Task rows AR command live only override + note AnalystFeedback few-shot, last 5 untrusted, fenced weekly retrain promoted only if not worse Legend primary data policy / PII async batch data store data flow