ROI_Impact_Instrumentalist

Automates Engineering/DevOps ROI reporting by ingesting technical metrics (tool cycles, tokens, governance scores), running a constrained financial modeling LLM, updating a central ROI ledger (devops-roi-ledger.json), and annotating WORK cards with benefit-focused narratives linked to a runId and workCardId audit trail.