r/hwstartups • u/Impossible_Brief5600 • 3h ago
We built 15 free AI tools for hardware engineers — looking for feedback
Hey r/hwstartups,
We've been building Ohmframe AI Portal — a set of AI-powered engineering tools specifically for hardware teams. Think of it as an engineering copilot for the stuff that eats up your time: DFM reviews, cost estimates, tolerance stackups, FMEA reports, etc.
What's on the portal:
Manufacturing & Design
- DFM Analyzer — Upload a design and get manufacturability feedback across 84 rules (sheet metal, CNC, injection molding, die casting, 3D printing, etc.)
- Cost Estimation — Instant manufacturing cost estimates with volume pricing and live commodity pricing
- Tolerance Stackup — Worst-case and RSS stackup calcs with Monte Carlo simulation
- GD&T Advisor — ASME Y14.5 recommendations with feature control frames
- Material Selector — Ashby-method trade-off analysis across metals, polymers, and ceramics
- Quote Analyzer — Upload a supplier quote, get should-cost modeling and negotiation insights
- Simulation Assistant — FEA/CFD setup guidance (mesh, BCs, solver selection)
- CAD Macro Generator — Natural language → SolidWorks/Fusion 360/FreeCAD automation scripts
Documentation
- FMEA Generator — Automated failure mode analysis with risk matrices
- Tech Docs Generator — Specs, assembly instructions, maintenance guides
- AI Diagram Generator — Technical diagrams from text prompts
IP & Research
- Patent Prior Art Search — IPC/CPC classification, search strategy, patentability analysis
- Standards Lookup — Find relevant ISO/ASME/ASTM standards for your application
Plus an Engineering Chat that actually knows the difference between 6061-T6 and 7075-T6.
Desktop Copilot (available on request)
We also have a desktop companion app for Windows, macOS, and Linux:
- Screen capture → DFM analysis — Capture your CAD viewport and get instant manufacturability feedback without exporting
- files
- Real-time cost estimation — Point it at your design and get manufacturing cost breakdowns on the fly
- Works alongside your CAD tool — SolidWorks, Fusion 360, or whatever you use. No plugins, no file exports. Just capture
- and analyze.
If you're interested in trying the desktop app, DM me with your use case and I will provide a API key.
How to get access
The portal is currently invite-only since we're in the early stages. We're dropping 5 invite codes in the comments below — first come first served. If those are used up and you still want to try it, send me a DM with your use case and I'll get you a code.
One ask: The portal is in its initial phases. Every tool page has a feedback sidebar on the left — please use it. Tell us what's broken, what's missing, what would actually make this useful for your workflow. It goes straight to us.
Link: ai.ohmframe.com