What it studies
VERDICT studies how legal reasoning can be structured across explicit roles while preserving human judgment and evidence boundaries.
Artifact or evidence produced
It produces role-separated legal reasoning artifacts with traceable claims and review points.
Research context
VERDICT is documented as part of Celaya Solutions Research Lab's work on local-first AI systems, provenance-aware research instruments, industrial AI workflows, archival intelligence systems, multi-agent orchestration tools, and human-judgment-preserving AI architecture.