§ Reasoning ledger
Every step explainable. Every decision attributable.
The audit trail is not a log of clicks. It is a structured record of how the system reasoned, what it offered, and what humans decided.
Step 01
Observation
What the platform noticed in the field.
Step 02
Working hypothesis
The candidate explanation before diagnosis.
Step 03
Execution diagnosis
The structural cause, named without blame.
Step 04
Support pathway
Adaptive support attempted — or escalation if not.
Step 05
Outcome
What actually happened in the field.
Step 06
Learning event
The institutional memory written back to the system.
- AE-009104Jun 202601ObservationSite S-047 missed two visit-window targets in a 9-day span.02HypothesisCoordinator capacity, not protocol comprehension, is the limiting factor.03DiagnosisExecution-fit deficit — capacity vs. amendment-driven complexity.04PathwayNo automated support pathway available. Escalation generated to Medical Monitor.05OutcomeSponsor authorized temporary visit-window flex for the affected cohort.06LearningAmendment v5 underspecifies backup-coordinator credentialing. Flag for protocol revision committee.
- AE-008829May 202601ObservationCoordinator confidence score declined across 4 sites under ATX-3104.02HypothesisAmbiguity in section 7.3 produces inconsistent execution rather than knowledge gap.03DiagnosisOperational ambiguity — protocol artifact, not human failure.04PathwayAdaptive support: structured clarification request packaged for sponsor.05OutcomeSponsor issued protocol clarification memo on 2026-06-01.06LearningCoordinator-reported ambiguity is a leading indicator of deviation events.
- AE-008422May 202601ObservationSite S-073 showed sustained EFS above 85 across three monitoring cycles.02HypothesisCommunication cadence, not staff seniority, explains the stability.03DiagnosisPositive execution-fit pattern — replicable structural condition.04PathwayNo intervention. Pattern logged for cross-site adaptation library.05OutcomeCadence template offered to 6 strained sites; 4 adopted within 10 days.06LearningWeekly 25-min cross-functional huddle correlates with EFS resilience.