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Original thinking on data, AI & aviation.

Whitepapers, industry analysis and short notes from our partners. No fluff — only the work that informs how we advise.

The Future of Predictive Maintenance in Short-Haul Fleets
Whitepaper · May 2026 · 12 min read

The Future of Predictive Maintenance in Short-Haul Fleets

How LLMs are turning unstructured technical logbooks into actionable maintenance schedules — and reducing AOG events by double digits.

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Airport 4.0: Digital Twins and the Guest Experience
Industry Report · April 2026

Airport 4.0: Digital Twins and the Guest Experience

Real-time spatial data is eliminating queue bottlenecks and unlocking incremental non-aeronautical revenue across European hubs.

Why Most Airline AI Projects Fail (and How to Avoid It)
Strategy · April 2026

Why Most Airline AI Projects Fail (and How to Avoid It)

The critical difference between data-science projects and strategic business transformation, and the operating model that closes the gap.

Predicting Fuel Burn via LLM-Enhanced Sensor Arrays
Case Note · March 2026

Predicting Fuel Burn via LLM-Enhanced Sensor Arrays

Merging continuous telemetry with pilot logs to model fuel burn within 1.4% of actual on long-haul routes.

The CX Delta: Measuring Passenger Joy in Basis Points
Opinion · March 2026

The CX Delta: Measuring Passenger Joy in Basis Points

Quantifying the direct link between data latency, recovery speed and customer lifetime value.

EASA Issues New Guidance on AI Assurance for Operators
News · February 2026

EASA Issues New Guidance on AI Assurance for Operators

What airlines deploying machine-learning models need to know about the upcoming compliance window.