AI for Engineering Knowledge Management
A no-nonsense guide to AI features in SOLIDWORKS 2025 for engineering leaders.
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11 min read
Dr. Maor Farid
Maor Farid is the Co-Founder and CEO of Leo AI, the first AI platform purpose-built for mechanical engineers. He holds a PhD in Mechanical Engineering and completed postdoctoral research at MIT as a Fulbright fellow. A Forbes 30 Under 30 honoree and former AI researcher and Mechanical Engineer in an elite military intelligence, Maor leads Leo AI's mission to transform how engineering teams design better products faster.
BOTTOM LINE
Engineering data is sensitive. Before connecting any AI tool to your CAD environment or PDM:
For native SOLIDWORKS AI: Understand which features run locally vs. in the cloud. Fastener Recognition and Command Predictor run locally. Auto-Generate Drawings and Aura require 3DEXPERIENCE cloud access.
For third-party tools: Verify security certifications (SOC 2, GDPR compliance), data handling policies (is your data used for training?), and deployment options (can you run on-premises if required?).
General principles:
Enforce role-based access control
Separate customer/IP data from any model training pipelines
Log and audit AI decisions and data flows
Run security reviews before production deployment
A no-nonsense guide to AI features in SOLIDWORKS 2025 for engineering leaders. What actually works, what's still in beta, and how to deploy AI tools across your team.
AI integration in SOLIDWORKS means embedding intelligent algorithms directly into CAD workflows to automate routine tasks, improve design precision, and support better engineering decisions. For enterprises, the value proposition is straightforward: compress cycle times and elevate engineering quality.
But here's the reality check. Most of what you read about "AI in CAD" is marketing hype mixed with conference demos that may or may not ship. This guide separates what's actually available today from what's coming, walks through a practical adoption path, and helps you evaluate whether these tools are worth the investment for your team.
What AI Features Actually Exist in SOLIDWORKS Today
SOLIDWORKS 2025 introduced several AI capabilities, with more arriving in subsequent feature deliveries. Here's an honest breakdown of what's available and what each tool actually does:
Production-Ready Features (Available Now)
AI Fastener Recognition identifies nuts, bolts, and washers from non-Toolbox parts and applies SmartMates automatically when you insert them into assemblies. According to GoEngineer's coverage of SOLIDWORKS 2025 FD03, this feature works on custom parts, parts from online catalogs, and even non-SOLIDWORKS file formats like STEP. You'll see a sparkle icon when SOLIDWORKS recognizes a fastener.
This is genuinely useful. Hardware insertion at the end of a design project is tedious work, and automating mate application for dozens or hundreds of fasteners saves real time.
Command Predictor (Beta) anticipates your next SOLIDWORKS command based on your current session and provides shortcuts. It learns from your workflow patterns and surfaces relevant tools before you search for them.
Selection Helper learns your selection intent (edges, faces, features) and accelerates repetitive pick operations. When you're selecting edges for fillets or chamfers, it identifies similar or symmetrical edges and predicts what you're likely to select next.
Smart Tools (SmartMates, Smart Fasteners) have been in SOLIDWORKS for years and automate repetitive CAD patterns during assembly work.
Beta Features (Require 3DEXPERIENCE)
Auto-Generate Drawings creates drawings from your CAD and automatically adds standard views, section views, dimensions, annotations, BOMs, and revision tables. It's not meant to complete your entire drawing, but it handles most of the setup work. This requires 3DEXPERIENCE access.
Aura is a conversational AI assistant that operates within your designs and data to provide SOLIDWORKS help, answer questions about internal documentation, and automate tasks. It's trained on SOLIDWORKS documentation and manuals. Aura launched in beta in July 2025 and requires 3DEXPERIENCE.
Image-to-Sketch uses computer vision to convert reference images or drawings to editable sketches for rapid concepting. Useful for early-stage design when you're working from napkin sketches or photos of competitor products.
What's Still in Development
SOLIDWORKS has demonstrated features like Generative Assembly (answering questions to automatically create assembled models) and Generative 3D Part (converting photos to 3D models) at conferences, but these aren't widely shipped yet. Engineers Rule coverage discusses these capabilities, but check release notes before assuming they're available in your version.
IN PRACTICE
Practical Adoption Path for Engineering Teams
"The connection to our PDM and using that as a data source is legit the best thing ever. I found three viable bracket options fitting my exact envelope constraints — in minutes, not days."
— Eytan S., R&D Engineer
The Platform Reality
Here's something the marketing materials gloss over: many of SOLIDWORKS' most interesting AI features require the 3DEXPERIENCE platform.
If you're running desktop SOLIDWORKS without a 3DEXPERIENCE connection, your AI options are limited to the locally-running features like Fastener Recognition, Command Predictor, Selection Helper, and Smart Tools. These are useful, but they're not the headline features from conference keynotes.
Auto-Generate Drawings and Aura both require cloud access through 3DEXPERIENCE. GoEngineer's analysis notes that generative AI tools are more computationally intensive because they create content rather than just analyze data, which is why they run in the cloud.
For teams with ITAR compliance requirements or strict data security policies, the distinction between local and cloud-based tools matters.
Topology Optimization: The Original "Generative Design"
Before the current AI wave, SOLIDWORKS already had topology optimization through its Simulation add-in. This isn't new, but it's worth understanding because it's the most mature "generative" capability in the platform.
Topology Study in SOLIDWORKS Simulation Professional and Premium uses algorithms to remove unnecessary material from a design while maintaining structural integrity. You define the design space, specify preserved regions, set material properties and loads, then run the solver to get an optimized shape.
This is useful for lightweight brackets, structural components, and any part where material reduction matters. Aerospace and automotive teams use it regularly. But it's simulation-driven optimization, not AI in the current sense. You still need to know how to set up the study correctly.
Comparison: AI Tools for SolidWorks Users
Here's an honest comparison of AI options available to SOLIDWORKS users today. Each tool serves different purposes, so the "best" choice depends on your specific pain points.
Capability | Leo AI | SOLIDWORKS Native AI | Aura | Design Assistant |
Availability | Production (60,000+ users) | Production (2025+) | Beta (July 2025) | Production (Cloud only) |
Platform Requirements | CAD-agnostic (works with SOLIDWORKS, Onshape, and other CAD tools) | SOLIDWORKS 2025+ | 3DEXPERIENCE required | SOLIDWORKS Cloud only |
Technical Q&A | Yes (1M+ sources, cited answers) | No | Limited (SOLIDWORKS docs only) | No |
Part Search | Yes (PLM + 120M vendor parts) | No | No | No |
Engineering Calculations | Yes (with cited formulas) | No | No | No |
3D Concept Generation | Yes (mesh for visualization) | No | Limited | No |
Fastener Automation | No | Yes (SmartMates) | No | No |
Command Prediction | No | Yes | No | Yes |
Drawing Generation | No | Yes (Beta) | No | No |
Selection Assistance | No | Yes | No | Yes |
PLM/PDM Integration | Yes (connects to your data) | Limited | Yes (3DEXPERIENCE) | No |
Works Offline | No | Partially | No | No |
Security Certification | SOC 2, GDPR, zero training on customer data | Dassault infrastructure | Dassault infrastructure | Dassault infrastructure |
Desktop SOLIDWORKS Support | Yes | Yes | No (3DEXPERIENCE only) | No (Cloud only) |
Key Takeaways from the Comparison
Native SOLIDWORKS AI excels at in-CAD automation: faster fastener insertion, smarter selections, drawing setup. These features reduce clicks and speed up modeling tasks you're already doing. The limitation is they don't help with decisions that happen outside the modeling environment.
Aura is promising for teams already on 3DEXPERIENCE. It understands SOLIDWORKS documentation and can answer questions about features and workflows. But it's beta, requires platform migration, and doesn't access external engineering knowledge or your PLM data.
Design Assistant offers useful ML-powered suggestions but only works in SOLIDWORKS Cloud (browser-based). If you're on desktop SOLIDWORKS, it's not available.
Leo AI addresses the gaps that native tools don't cover: technical Q&A with verified sources, part search across your PLM and vendor catalogs, engineering calculations, and concept visualization. Because it's CAD-agnostic, it works across different tools and doesn't lock you into a specific platform. The trade-off is it doesn't automate in-CAD tasks like fastener insertion or command prediction.
Advantages and Disadvantages Summary
Tool | Advantages | Disadvantages |
Leo AI | Works with a wide variety of CAD tools. Answers technical questions with cited sources. Searches and finds best-fit parts (both custom and standard parts) on your PLM + 120M vendor parts. Runs calculations. SOC 2 certified with zero training on your data. Production-ready with 60,000+ users. | Doesn't automate in-CAD tasks like fastener insertion or command prediction. Requires subscription. Cloud-based (though data stays protected). |
Native SOLIDWORKS AI | Included with SOLIDWORKS 2025. Fastener recognition works on non-Toolbox parts. Runs locally (no cloud dependency for core features). No additional cost. | Limited to in-CAD automation. No technical Q&A or part search. Best features (Auto-Generate Drawings) require 3DEXPERIENCE. |
Aura | Native integration with SOLIDWORKS. Conversational interface. Learns from your projects. Trained on SOLIDWORKS documentation. | Beta only. Requires 3DEXPERIENCE platform (major migration for desktop users). Limited to SOLIDWORKS knowledge, not broader engineering sources. |
Design Assistant | Learns your personal workflow patterns. Selection and mate predictions improve over time. Included with SOLIDWORKS Cloud. | Only available in browser-based SOLIDWORKS Cloud. Not available for desktop SOLIDWORKS users. Narrow scope (selection/mate assistance only). |
Which Tool for Which Problem?
If your bottleneck is: repetitive fastener insertion, edge selection, or drawing setup Use: Native SOLIDWORKS AI features
If your bottleneck is: finding answers to technical questions, searching for existing parts, or running calculations Use: Leo AI
If your bottleneck is: learning SOLIDWORKS features or navigating documentation Use: Aura (if you're on 3DEXPERIENCE) or Leo AI (if you're not)
If your bottleneck is: repetitive selection patterns in browser-based CAD Use: Design Assistant (SOLIDWORKS Cloud only)
The practical approach for most teams: use native SOLIDWORKS AI for modeling automation, and a purpose-built engineering copilot like Leo AI for knowledge retrieval and decision support.
FAQ
Stop Wasting Hours on Manual CAD Search
Leo AI turns your existing vault into a searchable knowledge base.
Leo AI connects to your PDM and makes every part findable by description in under 10 seconds. <a href="/onboarding">Try Leo Today</a>
Schedule a Demo →
#1 New AI Software Globally - G2 2026
Enterprise-grade security
Trusted by world-class engineering teams
Stop Wasting Hours on Manual CAD Search
Leo AI turns your existing vault into a searchable knowledge base.
Leo AI connects to your PDM and makes every part findable by description in under 10 seconds. <a href="/onboarding">Try Leo Today</a>
Schedule a Demo →
#1 New AI Software Globally - G2 2026
Enterprise-grade security
Trusted by world-class engineering teams