Keep your AI knowledge base accurate with automatic quality checks

flowchart TD trig(["scheduled document change check"]):::trigtime s0["check documents for changes"]:::task s1[["reprocess changed sections"]]:::mi s2["test against known questions"]:::task s3["compare against live version"]:::task trig --> s0 s0 -->|"one per one per changed document section"| s1 s1 --> s2 s2 --> s3 gx{"× is the update better and safe"}:::gate s3 --> gx p00["go live automatically"]:::task gx -->|"passes quality checks"| p00 p10["roll back or flag for review"]:::task gx -->|"fails quality checks"| p10 p00 --> out p10 --> out out[/"updated knowledge base or safe rollback"/]:::out pay{{"accurate AI answers without manual review"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff