Case studies

Experience across operations, quality and technology.

Selected experience from our founder’s work in operational analytics, data engineering, field quality assurance and enterprise AI. These studies show the approach behind JourneyRx: connecting operational questions with practical processes and systems.

Illustrative diagrams and exemplar architectural recommendations are identified within each study.

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Maintenance analytics

MRO anomalies

Investigating unexpected parts usage to support maintenance decisions and lifecycle cost forecasting.

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Data operations

Global data operations transformation

Making fragmented data operations more repeatable through standard workflows, automation and useful process measures.

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Field quality assurance

Railway QA site audits

Tracing recurring field quality issues to installation, calibration and guidance improvements.

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Enterprise AI architecture

Enterprise Quality AI Assistant

An architectural approach to helping business users investigate issues across enterprise systems, with access controls and traceable evidence.

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