TECHNOLOGISTS WITH VISION

Accelerate Today With Technology From Tomorrow.

Solutions

Predictive Demand Forecasting

See demand before it shapes your decisions

We use machine learning to forecast how demand will evolve over time, so your team can plan pricing, capacity, and resources proactively instead of reacting to last-minute surprises.

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 forecasting

Trusted by teams in

complex, high-stakes markets

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Results

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Teams get

measurable results

4-6 months

advance booking window for international routes where predictions are most valuable

60-day

horizon for accurate load factor forecasting on domestic routes

Challenges

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Planning based on

yesterday’s demand curves

Traditional forecasting leans heavily on historical averages. It struggles with new products, shifting customer behavior, and shocks that break the old patterns.

Our approach

We build demand-evolution models that learn from time, price, promotions, external signals, and customer behavior. Forecasts update automatically as new data arrives, with clear confidence bands and simple views that your planners can actually use.

The value

Give finance, ops, and commercial teams a shared view of likely demand, not just a single point estimate.
Act earlier on emerging opportunities and risks instead of waiting for variance reports.
Reduce fire drills caused by under- or over-forecasting critical products.

Case Studies

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Industries

Simple solutions using non-simple technology.

Real solutions we’ve

built and shipped

Explore example AI projects we’ve shipped across industries.

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.

Airlines

We help airline revenue teams navigate one of the most complex pricing and inventory environments in the world, turning thousands of daily decisions across flights, fare classes, and channels into a coherent strategy.

Ed-tech

From adaptive learning to automated assessment, AE Studio builds AI that helps educators teach better and students learn faster. Our products combine evidence-based pedagogy with cutting-edge technology to make personalized education a reality.

Our team

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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 instead of guess?

Replace spreadsheet-driven forecasts with models that learn from real behavior. We’ll help you integrate data, train models, and plug accurate demand signals into the tools your team already uses.

Talk to us about forecasting

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MEET US