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AI & ML

Applied AI for aviation

Document parsing, demand forecasting, component failure prediction, report triage — measured against your own traffic before anyone writes production code.

How we do it

  • Evaluation first
  • Human approval
  • Cited evidence

Aviation generates enormous quantities of unstructured text — trip requests, squawks, hazard reports, maintenance write-ups, dispatch notes — and almost all of it is read once by a person and then filed. That is where most of the available gain sits.

We start by measuring against your own traffic. If a model can't beat the current process on your real data, we tell you and we don't build it.

  • Document and email parsing into structured, checkable records
  • Component failure and removal prediction from your maintenance history
  • Charter demand forecasting and dynamic pricing support
  • Hazard and squawk triage with severity and corrective action drafted
  • Retrieval over your own manuals, OpSpecs and SOPs, with citations

Where it lands

The operations we do this for.

Part 135

Charter & fractional operators

Quoting, crewing, release and billing live in four tools that have never met. Coordination is the real cost at 3–30 aircraft, and the 2027 SMS deadline is arriving on top of it.

Part 121

Regional airlines

Crew tracking and disruption recovery inside systems a certificate holder cannot simply switch off, and a maintenance plan that is always one unplanned removal from falling apart.

Part 145

MRO & repair stations

Hangar capacity sold on optimism, parts ordered reactively, turn times measured after the fact, and traceability that has to hold up to a records audit years later.

Aerospace

OEM & supply chain

Demand signals arrive late and in a dozen customer formats, so production planning runs on the fleet you shipped rather than the fleet that is flying.

Other services

What it usually comes with.

Data

Data engineering & analytics

Flight data, maintenance history, crew records and commercial performance in one warehouse you can query, instead of four exports that disagree.

Build

Custom software & platforms

The operational screen nobody sells you, built to live beside the certified systems you already run rather than trying to replace them.

Integrate

Systems integration

Trackers, schedulers, marketplaces, fuel vendors and accounting wired together so a tail number is entered once and means the same thing everywhere.

Advise

Consulting & strategy

Build-versus-buy, vendor selection, data architecture and the roadmap that survives an audit. Short engagements, written conclusions.

Run

Managed services

Migrations, on-call and the unglamorous reliability work that keeps a dispatch desk running at 05:00 on a Sunday.

Next step

Two weeks tells you most of it.

Our first stage is a fixed-scope look at a real slice of your data, ending in a written recommendation. You can stop there.

Scope an engagementAll services