Research notes, methodology and white papers from the team rebuilding the economics most of aviation never sees. We write the way the platform works: say what we mean, show the numbers, skip the hype.
A full reconstruction of route-level economics across India's domestic and international network. The methodology, how we calibrated it, and what we found in one of the fastest-growing aviation markets in the world.
Physics-based cost reconstruction and carrier calibration applied to the US market, and how AvioIQ rebuilds route economics departure by departure even where the published carrier data is patchy.
The technical foundation behind AvioIQ's network profitability scoring: how reconstructed cost and revenue turn into break-even load factor, contribution margin and probability of loss.
A fast-growing LCC was weighing a new widebody sector into a market with no published competitor economics. AvioIQ rebuilt the route from physics up, calibrated it to the carrier's own cost base, and ran the demand and fuel scenarios. The team went in with a break-even load factor they could point to, not a planning assumption.
A growth investor wanted a read on an airline's route-level profitability that didn't lean on management's own numbers. The Digital Twin rebuilt the network from the outside, showing which sectors carried the margin and which were quietly bleeding it, and turned the diligence from a story into evidence.
An airport authority wanted to know what its constrained slots and gates were really worth. AvioIQ's airport layer modelled slot value, gate use and terminal demand together, giving the authority a basis it could defend for allocation and infrastructure planning.