aerology
the_lab: dory released · the_practice: booking q3
aerology $ thesis

Stop making the same wait-and-see bet.

Deep learning for those who distribute delay and those who deal with it. Aerology's probabilistic, high-resolution models attend to the complex, chaotic aviation system — so you can reallocate or rebook earlier.

§ 01the_lab · the_practice
what we release / how we partner
aerology $ cat the_lab.md

the_lab — what we release

Our models (and the tools we build on top of them) point superintelligence at your trip, hub, or shift. We're proud to work on an intentionally narrow frontier.

Read about dory ↗ — our 8.8M-parameter, GNN-based model that predicts per-flight delay distributions and cancellation probabilities.

aerology $ cat the_practice.md

the_practice — how we partner

Whether fine-tuning or harnessing Aerology models, delivering full-stack bespoke software, or product-managing in-house technology, we deploy where needed to help operators adopt a more proactive posture. ./engage →

(We can do decks, but we're not really that type of consultant.)

aerology — a near-defunct word for the branch of meteorology that studies the flight-level atmosphere. Spelled aërology, it takes on foretell-y connotations. We're repurposing it — with tensors.
§ 02agents · coming soon
yours and ours

Perry — our post-booking, pre-interruption travel agent.

Tireless and trained on tens of millions of flights, Perry continually teases out the impact of that delay two airports away (and eagerly awaits the next weather forecast). If disruption chances tilt too far, you'll get a nudge to rebook — before the best option departs or fills up. They delight in saving your trip nearly as much as you do.

Are you an agent (or human) interested in accessing our predictions programmatically?

# agents → discover at aerology.ai/llms.txt
join the waitlist
§ 03the_logbook · our blog
(on substack)
§ 04team · tim +
still human-in-the-loop
aerology $ whoami --verbose
Tim Donohue
Your favorite operator's favorite Member of the Technical Staff

Led UA's EWR Station Operations Center (don't hold it against him) before founding Aerology. UA Network Planning — and SFO, ORD Ops — before that. Most recently engaged on the airport side. Spinning up VMs since 2024.

§ 05engage · go ahead
connection saver

Do you think about your operation in odds and hedges?

So do we — let's talk. (And if you don't run one, reach out anyway.)

$ aerology --hq kbos | --status forecasting | --model dory | --crew ~1