A pipeline-ready interface protocol for encoding legal event-flows into comparable records and generating batchable IMR readouts.
Encodes observable event-flows into fixed interface-level records
Tracks transformations across legal interfaces (pass / modify / restrict / reroute)
Produces a batchable IMR readout for cross-case comparison
Enables direct integration into data pipelines
Not legal reasoning
Not doctrinal interpretation
Not prediction or explanation
Not a policy recommendation system
Minimal Flow Structure
Event-Flow → Interface Routing → Flag Vector → IMR Readout
Example (simplified):
Flow → [Tax(modify,1)] → [FX(restrict,1)] → [Contract(pass,0)]
→ IMR = 0.67
This protocol can be directly integrated into:
Computational law pipelines
Policy simulation workflows
Cross-jurisdiction legal data processing
AI governance and admissibility tracking systems
Huang, Jim Y. (2026). Interface Routing Framework (IRF): Minimal Operational Protocol (Version 1.0).