TECHNOLOGISTS WITH VISION

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Solutions
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Load Factor Prediction & Booking Curve Analysis

Predict load factor before it satisfies or disappoints

We use machine learning to predict how each flight's bookings will evolve—identifying flights that will fill early, flights that will remain empty, and departures accelerating faster than historical patterns.

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.

Trusted by airline

revenue management teams

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Results

Teams get

measurable results

60-day

horizon for accurate load factor forecasting on domestic routes

4-6 months

advance booking window predictions for international markets

45-day

prediction range for demand acceleration alerts
Challenges

Reacting to full flights

instead of predicting them

By the time your analysts see a flight is accelerating faster than expected, you've already sold too many seats at low fares. And empty flights get identified too late for effective demand stimulation.

Our approach

We train models on your booking evolution curves to predict load factor at departure. The system flags flights accelerating faster than normal (close inventory earlier) and flights that will underperform (trigger promotional action or price adjustments).

The value

  • Predict which flights will be full 7-45 days before departure.
  • Identify flights that will remain empty early enough to stimulate demand.
  • Know when booking curves differ from historical patterns for that market.
Case Studies
Industries

Simple solutions using non-simple technology.

Real solutions we've

built and shipped

Explore airline revenue management 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.

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 predict instead of react?

Replace reactive load factor management with predictive models that learn from your booking evolution curves. We help you identify full flights, empty flights, and acceleration anomalies weeks before departure.