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SimOracle | The Alpha Brief
SimOracle | The Alpha Brief
A hand selects a pink mini house among black models, symbolizing How Prediction Intelligence Is Revolutionizing Real Estate Development

How Prediction Intelligence is Revolutionizing Real Estate Development

Discover how prediction intelligence is reshaping real estate, giving developers a crucial edge with data-driven insights.

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Miniature wooden house with keys and contract symbolizing real estate pro forma fail

The Flaw in Traditional Pro Forma Models

Discover why traditional real estate pro formas fail and how modeling actual buyer behavior can improve your project’s success.

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Abstract representation of real estate market comp model houses and charts.

Why Your Real Estate Market Comp Model Is Confidently Lying to You

Your real estate market comp model says 45 units/month absorption. The market delivers 22. You’re $8M+ short on year 1 revenue. This isn’t a one-off mistake—it’s the norm. According to industry estimates, roughly 60% of real estate pro formas miss absorption targets by 2–3 months or more. The culprit isn’t bad math. It’s a flawed

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