Patent Application

FIG. 1

Deterministic enrichment engine & unified experience ledger architecture

FIG. 2

Experience statement structure & semantic context persistence

FIG. 3

Deterministic auditable rule application and embedded context workflow

FIG. 4

Identity resolution, role authorization, and audit logging flow

FIG. 5

Aggregate authorization scoring and readiness gap inference

FIG. 6

Predictive decay scoring for safety-critical concept re-qualification

FIG. 7

Two-part deterministic query system with structured gap logging

FIG. 8

Procedure drift detection and bidirectional evaluation

FIG. 9

Subject-matter expertise capture and graph persistence

FIG. 10

Ambiguity-aware classification with candidate scoring and clarification routing

FIG. 11

Multi-class actor registry spanning human, software, robotic, and biological actors