


HAWSINTECH PLATFORM
FEA-verified generative geometry.
Reduce design iteration from weeks to minutes.
Generate mathematically optimized, production-ready STEP files from raw load and thermal constraints. Bypass manual CAD iteration with physics-informed neural networks that calculate exact topology.
CORE SYSTEM
Platform capabilities
Engineered for physical manufacturing, our neural network calculates optimized topologies that respect real-world physics and material limits.
Mathematical optimization
Production-ready CAD
Instant stress-testing
Calculate exact material distribution based on load vectors, reducing component weight while maintaining absolute structural integrity.
Output native STEP files directly. No conceptual polygonal meshes; only mathematically precise, manufacturable boundary representations.
Verify structural limits instantly with built-in FEA. Simulate thermal expansion and mechanical stress before physical prototyping.
▸ TECHNICAL SPECIFICATIONS
Engineering specifications
Built for rigorous industrial environments. Our platform integrates directly with existing R&D pipelines and CAD environments.
Physics-informed ML
Native STEP export
Multi-material mapping
Trained on millions of simulated stress profiles to predict structural failure points with 99.4% accuracy.
Fully compatible with SolidWorks, CATIA, and Autodesk Inventor. No conversion artifacts or broken geometries.
Supports additive manufacturing profiles for titanium, carbon fiber composites, aluminum alloys, stainless steel, Inconel, copper alloys and high-strength polymers.
INDUSTRIES
Aerospace
Lightweight structural components for flight-critical systems
Automotive
Optimized brackets, mounts, chassis elements, and engine parts
Medical Devices
Patient-specific implants and surgical instruments
Defense
High-performance parts meeting MIL-SPEC requirements








