AI print-failure (spaghetti) detection for 3D printers

3D Printing & Additive Quality & Inspection

Summary

Obico is an open-source smart 3D printing platform that monitors printers remotely and uses AI to detect print failures.

Workflow

Connect a camera and the Obico plugin to your printer.
Monitor prints remotely.
Let AI flag failures such as spaghetti.
Pause automatically to save filament and time.

Tools

Obico — https://www.obico.io

Source: https://www.obico.io (vendor page, accessed Oct 13, 2026). Workflow steps are a general outline; check the vendor for specifics.

Instant online quotes for CNC, 3D printing and sheet metal

Xometry

Xometry provides instant quotes on CNC machining, 3D printing, sheet metal fabrication, laser cutting and more for prototypes and production parts through its on-demand manufacturing marketplace.

Quoting & Sourcing CNC & Machining 3D Printing & Additive Hardware Startups

Generative design for lightweight, manufacturable parts

Autodesk Fusion generative design

Autodesk's generative design lets engineers set goals, constraints, materials and manufacturing methods and explore many software-generated design options.

CAD / CAM 3D Printing & Additive

Automated geometry generation and validation

nTop

nTop generates and validates engineering geometry automatically from requirements, widely used for lattices and complex additive designs.