AGENTIC AI
FOR HARDWARE
MANUFACTURING
Automate Design for Manufacturing with intelligent agents. Build 45% faster with parallel, iterative workflows across CAD, simulation, and testing.
REQUEST DEMO
Unleash your hardware engineering expertise
SECURITY FIRST
Enterprise-grade encryption & compliance
45% FASTER
Accelerate time to market with agentic workflows
INTEGRATED TOOLS
Use your existing CAD, CAM, PCB, Sim, and FW tools
INTEGRATED PLATFORMS
REQUEST DEMO
Unleash your hardware engineering expertise
DESIGN FOR MANUFACTURING IS BROKEN
Traditional DFM workflows are slow, tedious, and repetitive. We make it parallel, iterative, and lightning fast.
SLOW
Sequential processes create bottlenecks
TEDIOUS
Manual tasks drain engineering time
REPETITIVE
Same checks over and over again
PARALLEL
Run multiple workflows simultaneously
ITERATIVE
Agents learn and improve with each cycle
45% FASTER
Get to market faster than ever
45% FASTER
Time to market improvement
SEED OR GROWTH-STAGE HARDWARE COMPANY?
Let's talk about speeding up your DFM workflows. Scroll up to request a demo.
SEE IT IN ACTION
Watch how our agentic platform automates DFM workflows across Onshape and Simscale
LIVE PRODUCT DEMO
See our agentic AI system automatically iterate through design changes, run simulations, and optimize for manufacturability — all while you focus on innovation.
AUTOMATED DESIGN
Agents modify CAD models automatically
SMART SIMULATION
Run and analyze tests in parallel
INSTANT FEEDBACK
Get actionable insights immediately
WHAT WE'RE BUILDING
Intelligent agentic systems that automate your entire hardware design workflow
Our agentic AI platform enables companies to automate Design for Manufacturing (DFM) and CAD workflows. Unlike traditional automation, our agents understand context, make decisions, and iterate on designs — just like your best engineers.
INTELLIGENT AGENTS
AI that understands engineering constraints and objectives
PARALLEL WORKFLOWS
Run multiple design iterations simultaneously
FULL INTEGRATION
Seamlessly works with your existing CAD and simulation tools
AUTOMATED WORKFLOW
Continuous feedback loop running in parallel
READY TO DEMO
Our product is production-ready and currently onboarding customers. We've built a comprehensive agentic platform that handles DFM and CAD workflows end-to-end.
CURRENT CAPABILITIES
DFM AUTOMATION
Automated design for manufacturing workflows
CAD WORKFLOWS
Intelligent agents for CAD operations
SIMULATION INTEGRATION
Automated test setup and analysis
CURRENTLY LIVE
More integrations coming soon. Have a specific tool in mind? Let us know.
45%
Faster to Market
24/7
Agent Operations
BUILT BY EXPERTS
World-class team combining hardware engineering, AI research, and systems infrastructure

Christopher Luey
Co-Founder
Stanford
Mechanical Engineering
EXPERIENCE
Founded Elytra Robotics

Joseph Liu
Co-Founder
Carnegie Mellon
Computer Science
EXPERIENCE
Agentic AI Research
Our team brings together deep expertise in mechanical engineering, cutting-edge AI research, and production-scale infrastructure — uniquely positioning us to build the future of hardware manufacturing.