🧬 Generative Design

Magnus Genesis Studio

The world's first generative design platform purpose-built for reliability engineering. 21 specialized AI agents synthesize, evaluate, and optimize designs with physics-grounded FMEA, material selection, and compliance verification — all before you cut metal.

Genesis Studio Dashboard
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AI Agents
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Synthesis Steps
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Optimization Epochs
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Physics Domains
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Standards Mapped
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Studio Pages

Why Genesis Studio

Design It Right the First Time

❌ Traditional Approach

Design-Analysis Disconnect

Engineers design in CAD, then separately analyze in FMEA tools. Information never truly connects.

✓ With Genesis Studio

Every synthesized component automatically generates FMEA entries, material rationale, and test recommendations.

❌ Traditional Approach

No Evolutionary Optimization

Designs are "good enough" rather than systematically optimized across all constraints.

✓ With Genesis Studio

7-epoch evolutionary optimization with mutation, crossover, and convergence tracking across all design parameters.

❌ Traditional Approach

Manual Compliance Mapping

Hours spent manually checking designs against 80+ industry standards.

✓ With Genesis Studio

Automatic verification against IATF, AS9100, IEC, MIL-STD standards during synthesis.

Complete Design Intelligence Platform

AI-Powered Design Synthesis & Optimization

🧬
8-Step Synthesis Pipeline

Requirements → Architecture → Components → FMEA → Physics Evaluation → Compliance → Optimization (7 Epochs) → DVP&R.

8 Steps7 Epochs
🤖
21-Agent AI Architecture

Specialized agents for electronics, thermal, mechanical, fatigue, EMC, corrosion, sealing, optical, fluid dynamics, and system-level reasoning.

🏗️
Design Object Model

Each component carries its own reliability DNA: material properties, failure modes, physics constraints, and compliance mapping.

📚
Parametric Library

Reusable component templates with full reliability history from previous programs. Build on proven designs.

🔧
Assembly Composer

Drag-and-drop assembly from library components with automatic interface analysis and BOM connection editing.

📋
Auto-FMEA Generation

Every synthesized component automatically generates DFMEA failure modes based on physics domain analysis.

🔬
Physics Evaluation Engine

21 domain engines evaluate design across thermal, structural, EMC, fatigue, vibration, corrosion, and more.

21 Domains
📐
Compliance Engine

Automatic verification against 80+ industry standards: IATF 16949, AS9100, ISO 13485, IEC 61508, MIL-STD-810.

📊
Epoch Diff Comparison

Compare design evolution across synthesis epochs with visual diff. Track convergence and improvement over optimization cycles.

🎯
DVP&R Test Planning

Validation test plans synthesized alongside the design. Requirements → tests → acceptance criteria mapping.

📈
Quantify Integration

Monte Carlo propagation, Sobol sensitivity indices, convergence confidence intervals from Quantify statistical engines.

🌐
3D Visualization

Interactive 3D component viewer with material rendering, exploded assembly view, and annotation support.

Standards Compliance Engine

80+ Standards Mapped Automatically

🚗

Automotive

IATF 16949AIAG FMEAAEC-Q100/Q200
✈️

Aerospace

AS9100DO-178C / DO-254MIL-STD-810
🏥

Medical & General

ISO 13485 / 14971IEC 61508 / 60601ISO 9001

Ready to Design for Reliability from Day One?

Start Using Genesis Studio

21 AI agents. 8-step synthesis. 7-epoch optimization. Compliance-first design.