CoLab (AutoReview)
AutoReview is an AI peer checker that reads native CAD geometry and 2D drawings against team standards, annotates findings in context, and feeds an AI knowledge graph of lessons learned.
What it does and how it connects
AutoReview is CoLab's AI-powered peer check for CAD design review. Before a design is shared with the wider team, it runs an automated check on manufacturability and geometry issues, analyzing features, interfaces, and accessibility against the team's DFM standards and surfacing potential problems automatically.
Reviewers do not need CAD access or installed software: CoLab shares a secure link to a 3D model or workspace, and reviewers explore it independently and pin comments directly to 3D geometry with saved view states, so feedback stays tied to the right part of the model. Every comment or markup becomes a tracked issue with an owner, status, and priority, manageable inside CoLab or synced with Jira.
CoLab also compares two versions of a file, with overlays for PDFs and geometric comparison for 3D models, so changes can be validated against the feedback that prompted them. When a review starts, CoLab finds similar files from past programs, analyzes historical feedback, and surfaces relevant lessons learned, so each review makes the next one smarter.
Alternatives
Compare side by side- MecAgent
A commercial desktop copilot that generates parts, assemblies, and drawings inside a live SolidWorks session, rather than reviewing designs submitted for peer check.
- LEO (Leo AI)
An AI Inspector that reviews assemblies for geometry, interface, tolerance, and GD&T issues, rather than a peer-check review workflow with tracked issues.
- Bild (Meru Delta)
An AI CAD diff that compares revisions and writes plain-language change descriptions for ECO packets, rather than running peer checks on a single design.
- Drafter
A native SolidWorks and NX add-in that authors standardized drawings from CAD models, rather than reviewing a design against DFM standards.
Sources
Not verified
- Pricing: no price stated on the page as read.
- Real user voices: the page shows a 4.5/5 aggregate from 3 reviews with no linked review text, so no voice is quoted.
- Related Error Index entries: no matching entry verified for this generic-CAD review tool.
- Which CAD systems or file formats AutoReview reads: the page does not name them, so software stays generic.
Last verified November 6, 2026. Listings are informational. The evidence score measures public, verifiable evidence and is not an endorsement or a compatibility claim.