Python local automation tool for task processing attachment parsing risk review sqlite dedupe state dry run notification records and auditable run reports I designed the data model pipeline notification summary report output tests and delivery notes The demo can connect to an authorized internal web system api llm review service enterprise chat bot or sms provider and can be packaged as a windows local utility