AI Concepts
Convert design constraints into hundreds of viable, optimized concepts automatically.
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Watch it directly ↗Our AI platform accelerates generative design and print optimization, ensuring manufacturability and slashing iteration time for complex additive manufacturing workflows.
Translate requirements into AI-generated concepts, create print-ready designs automatically, and reduce failed builds with integrated manufacturability analysis.
Convert design constraints into hundreds of viable, optimized concepts automatically.
Ensure every design is manufacturable with automated printability and DfAM checks.
Minimize material usage, support structures, and print time for significant operational savings.
Achieve full traceability with integrated simulation, validation, and QA reporting.
Slash design cycles from weeks to hours and reduce project turnaround.
See how our AI platform enhances outcomes across three critical workflows: generative design, process optimization, and automated quality assurance.
Generate optimized topology and lattice structures, reducing part weight by 40%.
Automate support generation and orientation, reducing print setup time by 75%.
Automatically generate simulation reports and validation documents for faster compliance.
Tired of missed deadlines, failed builds, and unmet weight targets? AI-assisted additive workflows deliver control.
Move from requirements to CAD-to-print automation in hours, not weeks.
Eliminate costly failures with proactive printability analysis and build simulation.
Reduce weight and material costs via advanced topology optimization and DfAM.
Generate auditable design and simulation reports for full engineering traceability.
Our platform provides an end-to-end toolset to generate, evaluate, optimize, and export print-ready parts with full traceability.
Input constraints to generate optimized topology and intricate lattice structures.
Run automated printability analysis to catch design flaws before they become fails.
Automate build orientation optimization to reduce supports, time, and post-processing.
Validate part performance under real-world conditions with integrated, simulation-driven design.
Enable CAD-to-print automation with seamless exports to your existing toolchain.
| Feature | Generic AI Tools | CAD Plugins | Lyzr |
|---|---|---|---|
| Topology & Lattice | Requires expertise | Basic functionality | Automated, multi-variant |
| Printability analysis | Manual checklists | Limited rule sets | Automated DfAM rules |
| Support optimization | Manual placement | Script-based | AI-driven support reduction |
| Simulation | Separate software needed | Basic stress analysis | Integrated validation loop |
| CAD Connect | File import/export | Bound to one CAD | Bi-directional PLM sync |
| Traceable QA Reports | Manual documentation | No reporting | Auto-generated audit trails |
| Material Usage Reduction | Guesswork | Partial help | AI-optimized infill/supports |
| Part Consolidation | Manual redesign | No capability | Automated assembly analysis |
| Failure Prediction | Not available | No capability | Predictive quality alerts |
| Enterprise Security | Public cloud | Desktop-based | Private cloud or on-prem |
Deploy in your private cloud or on-premise for total control.
Set granular constraints and physics-based rules to guide AI-driven design.
Integrate with existing CAD, PLM, and MES systems for fast implementation.
Ensure engineers have final approval with built-in audit logs and sign-offs.
Leading aerospace, automotive, and industrial manufacturing enterprises rely on Lyzr to accelerate innovation, improve part performance, and de-risk their additive operations.
Lyzr's platform has been transformative. We've cut our design iteration time in half and reduced print failures by over 60% through its DfAM analysis. The automated support generation alone saves us countless hours in build prep and post-processing, getting critical parts to production faster.
AM Lead · Top Aerospace Manufacturer
Data exfiltration incidents
We define your project goals, constraints, materials, and printers.
Connect your existing CAD, PLM, and printer workflows for seamless integration.
Run a pilot on target parts to validate ROI on time, material, and success.
Scale across your organization with governance, permissions, and automated reporting.
It is an AI-driven process that autonomously creates optimized 3D models based on a set of constraints you provide, like load conditions, weight targets, and material properties. The output isn't just one design, but many viable options that meet your specific engineering requirements.
It reduces failures by integrating DfAM (Design for Additive Manufacturing) rules early in the process. The AI performs printability analysis, optimizes build orientation, and generates minimal support structures, catching potential issues before they cause costly build fails.
The system requires your design constraints (e.g., loads, fixed points), material specifications, and printer parameters. For advanced optimization, providing data from past successful and failed builds allows the AI models to learn and improve their recommendations over time.
Topology optimization is one technique within AI-driven design, focused on removing material from a part. Modern generative design is broader, also creating novel concepts, complex lattice structures, and consolidating multiple parts into a single, more efficient component.
Yes, our platform excels at creating complex, performance-driven lattice structures and identifying opportunities for part consolidation. All AI-generated outputs are paired with simulation tools to validate structural integrity and performance before you commit to printing the part.
Optimizing build orientation is critical. It directly impacts the amount of support material needed (a major cost), total print time, and final surface finish. The right orientation minimizes post-processing labor and significantly reduces the risk of print failure, saving both time and money.
Absolutely. The platform is pre-configured with DfAM rule sets for a wide range of industrial printers and materials. Furthermore, your team can customize and add your own specific rules and constraints, ensuring every design is perfectly optimized for your unique production environment.
Our system integrates seamlessly into your digital thread. It connects with major CAD and PLM platforms and exports print-ready files in standard formats (STL, 3MF). This enables a smooth handoff, automating the steps between final design and the build preparation software.
We provide enterprise-grade governance. Every AI recommendation and design change is tracked in an immutable audit log. You can implement multi-stage approval workflows for engineering sign-off, and automatically generate traceability reports for compliance and quality assurance.
While powerful, AI is a tool to augment, not replace, engineers. Human oversight is crucial, especially for mission-critical parts. Final validation and testing are still required, and the AI's creativity is guided by the quality of the constraints provided by your team.
Platform, people and FDEs, all in. Bring your environment. We’ll co-build and stay until it’s
live.