Backflip AI launches CAD copilot converting scans and STLs into parametric models from $10

Backflip AI has launched an AI copilot for CAD, available as an Autodesk Fusion add-in and as a standalone web application. Powered by a second-generation foundation model built for 3D geometry, the tool converts 3D scans, STLs, and other mesh files into fully editable parametric CAD models with feature trees that follow engineering order-of-operations conventions. Backflip estimates reverse-engineering a physical part into usable CAD has typically cost about $1,500 and hours of skilled work; it now claims physical part to workable CAD in minutes for as little as $10. Founding engineer Kairo Morton said the model treats CAD operations such as extruding, revolving, and patterning as first-class primitives, rebuilding bulk geometry feature by feature so output opens in a CAD package ready for continued editing.

The product addresses a bottleneck that cuts across additive manufacturing and conventional machining: mesh and scan data that cannot be edited like native CAD. AM still leans on STLs for print prep, while redesign, tooling, and hybrid CNC workflows need parametric history; automating that reconstruction multiplies what one CAD engineer can ship and cuts the cost of digitizing legacy or scanned parts. Backflip says the copilot is already in use with early customers, including a top automotive manufacturer, and that it excels at moderate-complexity 3-axis CNC milled and turned parts while also covering 3D printing and other manufacturing methods. Additional CAD-package plugins are planned later this year.