TECHNOLOGISTS WITH VISION

Accelerate Today With Technology From Tomorrow.

Solutions

RASK Forecasting & Network Planning

Plan your network with RASK forecasts you can trust

We predict Revenue per Available Seat Kilometer 2-6 months out using causal ML models helping you make capacity decisions with revenue scenarios you can trust instead of back-of-the-envelope estimates.

AE.Studio is the team that's trusted by top founders and Fortune 10 executives to win the future—faster.

AE Studio is the team that's trusted by top founders and Fortune 10 executives to win the future—faster.

Talk to us about network planning

Trusted by airline

network planning teams

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Results

Teams get

measurable results

2-6 months

forward RASK predictions by segment and departure date

Causal ML

models that predict cannibalization effects when adding flights

Market scores

ranking capacity opportunities by predicted profitability

Challenges

Network planning with

unreliable revenue forecasts

Adding a flight cannibalizes existing departures. Removing one spills demand to competitors. Traditional forecasting uses the same-time-last-year data, which breaks completely when you change the network.

Our approach

We use causal machine learning to separate supply effects from demand effects. First we predict RASK under normal conditions, then we model the elasticity how much adding a similar flight would cannibalize existing revenue. This gives your network planners what-if scenarios they can actually trust.

The value

Predict RASK by segment, departure date, and time of day 2-6 months ahead.
Model the cannibalization effect of adding capacity to a market.
Score markets by profitability potential and elasticity to guide capacity decisions.

Case Studies

Industries

Real solutions we've

built and shipped

Explore airline network planning projects we've delivered.

Real-Time Education Diagnostics

Instantly uncover learning gaps and performance trends so your team can act fast and improve outcomes.

Real-Time Education Diagnostics

Instantly uncover learning gaps and performance trends so your team can act fast and improve outcomes.

Real-Time Education Diagnostics

Instantly uncover learning gaps and performance trends so your team can act fast and improve outcomes.

Real-Time Education Diagnostics

Instantly uncover learning gaps and performance trends so your team can act fast and improve outcomes.

Healthcare & Biotech

We partner with medical device companies, digital health platforms, and biotech intelligence firms to build AI-powered systems that improve patient outcomes, accelerate clinical decisions, and reduce operational costs—from emergency diagnostics to paralysis restoration to biomedical data automation.

Airlines

We partner with airline revenue and network teams to move from manual, Excel-based decision-making to systematic, data-driven optimization—covering pricing, inventory, forecasting, and customer engagement at the flight level.

EdTech

We partner with schools and EdTech companies to build AI-powered solutions that personalize instruction, automate assessment, and give educators the data they need to reach every student. From early literacy to writing mastery to curriculum at scale.

Our team

Customize

Personalize

We’ve assembled the best minds in AI, so you don’t have to.

AE Studio is a full-stack development & design studio that crafts revolutionary AI products for top founders and Fortune 10 execs.

With proven partnerships and cross-industry expertise, we help organizations turn ambitious AI ideas into measurable results.

Knows

Noun

Seasoned founders, former CTOs, user-focused designers, academic PhDs, and formally trained technology consultants enable us to work across any industry and discipline.

We bring all our various backgrounds together in one aligned process to create solutions that would be impossible on our own.

And with research experts from Harvard, Stanford, and CalTech at the helm of our projects, you can be confident that we'll always pursue solutions that challenge the status quo.

Ready to forecast RASK for capacity decisions?

We build models that predict how network changes affect revenue across your system, so you can evaluate adding or removing flights with clear scenarios rather than spreadsheet assumptions.

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