Case 9 of 7Head of Training

Instructor Calibration & Standardisation

Building Fleet-Wide Grading Consistency Through Continuous Data-Driven Calibration

Primary Audience

Head of Training, Standards Personnel

Secondary Audience

Chief Pilot, Regulatory Affairs, C-Suite

"Instructor standardisation is the foundation of credible competency assessment. Amris provides continuous, data-driven calibration that detects bias, routes instructors to targeted training, and anchors fleet-wide grading to a shared evidence-based standard."

Key Metrics

ICAP
Calibration Platform
Fleet
Wide Consistency
Just
Culture Framework
Real-Time
Anomaly Detection

Executive Summary

Inconsistent instructor grading compromises the entire training ecosystem — weakening regulatory compliance, making analytics unreliable, and leading to flawed pilot development decisions. The Amris Instructor Calibration Analysis Platform (ICAP) continuously measures grading consistency, detects anomalies, and provides targeted remediation in a just-culture framework. The result is trustworthy analytics, reduced waste from unnecessary remedial training, and scalable standardisation across multi-fleet operations.

Key Themes

Instructor StandardisationData-Driven CalibrationAnomaly DetectionJust Culture

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