SDAC Validation Workflow
Overview
SDAC workflows describe the runtime sequences used to ingest, validate, analyze, and review cost reports.
The main production path is now the post-ingestion report analysis workflow. After the ingestion service
parses a workbook into SDAC.data_CostReports and SDAC.data_PersonnelRecords, Mastra starts
sdac-report-analysis to run linkage, parallel analysis waves, and packet compilation. The Coordinator
Release Agent reads that persisted packet before calling raw validation tools.
Runtime Workflows
- Report analysis workflow -- Post-ingestion linkage, parallel analysis, DB persistence, feature-flag filtering, and agent retrieval
- Prompt Tuning -- Feedback-driven prompt optimization pipeline
Validation Playbooks (one page per workflow)
- Upload & baseline validation
- Sequential category review
- Full report validation
- Quarter comparison & justifications
- Sendback preparation
- Data quality review (AI assist)