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How a Readiness Score Is Actually Built

Method

Written by
The FlightReady Team
Category
Risk Method
Date
May 18, 2026

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One Number Is Never the Point

A single readiness figure is only worth anything if you can take it apart. FlightReady scores eleven factors independently — weather, terrain, airports, NOTAM hazards, historical accident density, pilot readiness, aircraft readiness, personal minimums, human factors, weight and balance, and traffic — and then combines them with weights that are published rather than hidden. The composite is advisory. It is not a clearance, a dispatch release, or a substitute for the pilot in command's own judgment, and it is deliberately built so that you can disagree with it for a reason you can name.

A pilot reviewing a readiness brief on a laptop at a desk

Where Each Input Comes From

Aviation weather is pulled from NOAA's Aviation Weather Center at the moment you press analyze, not held on a schedule and served stale. Airport, runway and terrain figures come from our own index. Accident history comes from an ingested NTSB corpus covering roughly two decades, searched along the corridor around your route rather than only at the two ends of it. NOTAM coverage depends on configuration: where a live FAA feed is not available, the interface says so instead of quietly filling the gap.

What Happens When Data Is Missing

Missing data is the failure mode that matters. A factor that cannot be scored is marked unavailable rather than defaulted to zero, its weight is redistributed proportionally across the factors that did return, and the briefing's confidence figure drops by an amount specific to what went missing. Weather costs the most confidence; traffic costs the least. That is the whole point: a score built on half the inputs should not look like a score built on all of them.

The Decision Is Still Yours

Nothing in the engine produces a verdict. It produces factors, weights, sources and a confidence figure, and it points at the things worth verifying against official sources before you fly. Whether the flight happens is a judgment the pilot in command makes, with an instructor where one is involved, and FlightReady's job is to make sure that judgment is made against the whole picture rather than the part that happened to be easiest to look up.

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Table of Content

  • One Number Is Never the Point
  • Where Each Input Comes From
  • What Happens When Data Is Missing
  • The Decision Is Still Yours

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