SpineFrame

This is for when your AI workflows need a defensible audit trail. It wraps agent operations in cryptographic signatures and compliance logging, so you can prove what happened, when, and why. The provenance tracking means every decision and data access gets recorded with verifiable signatures. You'd reach for this in regulated environments where "the AI did it" isn't an acceptable answer, or when you're pulling OSINT data and need to document chain of custody. Think financial services, legal discovery, or any scenario where you might need to reconstruct an agent's reasoning six months later under scrutiny.