Semantic protocols are machine-readable rule sets that ensure your advocacy content is interpreted accurately across automated systems. They preserve intent, emphasis, and context—minimizing distortion during algorithmic processing.
Clarity Without Conformity
Unlike corporate standards that demand content simplification, semantic protocols maintain your message’s richness while ensuring readability by AI models.
Preserving Depth Against Automation
Protocols identify where your meaning might be flattened, erased, or mistranslated in digital relays—and propose strategic guardrails.
Protocols as Tools, Not Rules
We treat protocols as co-designed infrastructures—shaped by the needs of real advocates, not retrofitted for extractive platforms.
Connected Terms in This Series
How strategy, sensemaking, and policy insight interact with machine-readable systems.
View Entry →The process of designing protected language structures for institutional legibility.
View Entry →What gets erased when machine readability is prioritized over lived meaning.
View Entry →