Bench
Automate engineering workflows with AI for faster design iterations
What is Bench? Complete Overview
Bench is an AI-powered engineering workflow automation platform designed to help engineers and design teams accelerate their product development cycles. It enables automation of design workflows across existing CAD, CAE, and PLM tools, eliminating manual processes and reducing iteration times from days to minutes. The platform is particularly valuable for engineering teams looking to maintain a competitive edge by adopting AI-first workflows without requiring tool migrations. Bench offers enterprise-grade solutions with secure integrations, scalable performance, and granular access controls, making it suitable for teams of all sizes from startups to large corporations.
Bench Interface & Screenshots
Bench Official screenshot of the tool interface
What Can Bench Do? Key Features
End-to-End Workflow Automation
Bench enables complete automation of design workflows across all your existing CAD and CAE tools. This allows teams to execute complex engineering processes with AI assistance, significantly reducing manual intervention and accelerating project timelines.
Autonomous AI Agents
The platform deploys specialized AI agents that can perform engineering tasks autonomously, enabling teams to scale their impact without increasing headcount. These agents are trained to work within your existing tool ecosystem.
Context-Aware AI
Unlike generic AI solutions, Bench's AI is specifically trained on your connected data sources, minimizing hallucinations and ensuring it operates like a well-trained engineer familiar with your organization's practices and standards.
Seamless Tool Integration
Bench integrates with your existing CAD, CAE, and PLM tools without requiring any migration. The platform works with the software you already use, simply making those tools more efficient through automation.
Parallel Scenario Exploration
The platform enables testing of all design variations in parallel, allowing engineers to compare performance instantly and identify optimal configurations at scale, dramatically improving the design optimization process.
Best Bench Use Cases & Applications
Parallel Scenario Exploration
Engineering teams can test all design variations simultaneously, comparing performance metrics in real-time to quickly identify the most effective configurations without running sequential tests.
Automatic CAD Revisions
Automate routine CAD edits and updates, freeing engineers to focus on high-value design work while Bench handles repetitive modifications across multiple design iterations.
Performance Optimization
Accelerate the CAD-Simulation feedback loop by automating data transfer and analysis between tools, enabling faster iteration cycles for performance optimization.
How to Use Bench: Step-by-Step Guide
Connect your existing CAD, CAE, and PLM tools to Bench through its integration system. The platform supports most major engineering software without requiring any migration.
Define your design workflows by either selecting from pre-built automation templates or creating custom workflows tailored to your specific engineering processes.
Configure AI agents to handle specific tasks within your workflows, specifying parameters, constraints, and decision points where human input might be required.
Execute your automated workflows and monitor progress through Bench's dashboard, which provides real-time insights into process completion and performance metrics.
Review results and iterate, using Bench's collaborative features to gather team feedback and make adjustments before running subsequent iterations of your design process.
Bench Pros and Cons: Honest Review
Pros
Considerations
Is Bench Worth It? FAQ & Reviews
No, Bench integrates with your current toolstack and doesn't require any migration. It works alongside the software you already use to automate and accelerate your workflows.
Bench's AI is context-aware, drawing from your connected data sources to minimize hallucinations. It operates like a trained engineer within your organization's specific context and parameters.
Bench scales from small teams of 5 engineers to large enterprises with hundreds of engineers. The platform includes features for collaboration and access control at all scales.
Bench offers enterprise-grade security measures and allows custom role-based access controls to ensure data protection and proper permissions management across your organization.
Yes, Bench allows customization of AI agents to handle your unique workflows and decision points while maintaining your organization's engineering standards and practices.