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Case Studies

Outcome-first stories with rigorous metrics.

Explore industry projects across multiple domains measured by real-world KPIs - Time | Cost | Quality.

Rail Manufacturing Physics-Aware Intelligence
RAILWAY

Rail Manufacturing Saves $1.2M With Physics-Aware Intelligence

−92% Manual Coordination, −87% Process Friction, $1.2M Annual Savings
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Automotive Physics Aware Intelligence
AUTOMOTIVE

Automotive Product Development Fails Without Physics-Aware Intelligence

+5× Faster Design Validation, −80% Rework, Faster First-Pass Manufacturability
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Naval Operations Case Study
AEROSPACE

From Uncertainty to Certainty: Eliminating Prototyping Risk in Aerospace Design

−52% Material Waste, 95% Design Validation Accuracy, 100h → 6min Validation
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Naval Operations Case Study
NAVAL

Naval Operations: Cutting Costs by 50% with Precision AI

−50% Operational Cost, 6× faster diagnostics, -66% Docking Time
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AI-Driven Aerodynamics Case Study
AUTOMOTIVE

AI-Driven Aerodynamics: Cutting Drag by 18% in Under 30 Minutes

−18.2% drag, +7.8% range, ×337 speedup
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Wind-Ready Buildings Case Study
CONSTRUCTION

Wind-Ready Buildings: Predicting Façade Failure Zones with Precision AI

−17% over-design, 98.2% accuracy, €120k saved
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