Dimensional Inspection AI

Verify every dimension, every part, every cycle against your tolerances.
Shipping container with OCR output

Dimensional Inspection AI for the Toughest Manufacturing Tolerance Problems

Deploy Anywhere, Run Everywhere

Run dimensional inspection on station cameras, robotic arms, fixed gauge stations, the edge, on-prem, in your VPC, or via API, wherever your line, cell, or QC station needs it.

One Platform, Full Adoption

Tools every team can adopt, from developers to business owners, no ML team required.

Secure and Reliable, Always

Data stays safe with SOC 2 Type II compliance, encrypted data, HIPAA compliance, and an uptime SLA.
Length, Width & Diameter
Hole Position & Pattern
Gap & Flush (Panel Fit)
Profile & Edge Geometry
Feature Count & Placement
GD&T Tolerance Verification
Length, Width & Diameter
Hole Position & Pattern
Gap & Flush (Panel Fit)
Profile & Edge Geometry
Feature Count & Placement
GD&T Tolerance Verification
Length, Width & Diameter
Hole Position & Pattern
Gap & Flush (Panel Fit)
Profile & Edge Geometry
Feature Count & Placement
GD&T Tolerance Verification
Length, Width & Diameter
Hole Position & Pattern
Gap & Flush (Panel Fit)
Profile & Edge Geometry
Feature Count & Placement
GD&T Tolerance Verification

Speak with a vision Al expert.

Have a use case in mind? Are you curious how other businesses are using computer vision? Our team will help you start solving business problems on the first call.

Ask us about

  • Solution architecting
  • Live demonstration
  • Pricing and specifications
  • Feasibility assessment
We will connect you with an AI subject matter expert on our team based on your answers.
What challenges would you like to solve with vision AI?
Where will you run vision AI?
Are you replacing a current solution with AI or will this be a new solution?
How many detections do you anticipate per month?
Describe the business problem you would like to solve.
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Over 16,000 organizations build with Roboflow.

“Roboflow has been instrumental in accelerating our learning and deployment of innovative AI solutions”
Travis Turnbull Vice President & CIO, Pella Corporation
See customer stories
Trusted by top manufacturers

Automate Dimensional Inspection, Cut Scrap, Protect Assembly Fit with Vision AI

Turn slow, manual measurement into real-time dimensional inspection with Roboflow. Built for the operations where one out-of-tolerance feature, missing hole, or oversized gap can mean rework, scrap, or an assembly that fails at the next station. Whether you're measuring stamped parts, machined components, sheet metal fabrications, or final assemblies, Roboflow delivers accurate, scalable dimensional inspection on the cameras and gauges your team already runs.

Precision Part and Component Measurement:

  • Measure length, width, diameter, and feature spacing on stamped, machined, and molded parts
  • Verify hole positions, patterns, counts, and diameters against print
  • Check edge geometry, radius, and profile against GD&T tolerances

Assembly Fit, Gap, and Flush Verification:

  • Measure gap and flush between panels, doors, hoods, and trim
  • Verify hole alignment, mating-surface fit, and feature stack-up across assemblies
  • Catch fit issues at the build station before they cascade downstream

In-Line Dimensional Inspection at Line Speed:

  • Run dimensional inspection on existing line cameras, robotic arms, or fixed gauge stations, on the edge if you need it
  • Measure every part at line speed without slowing throughput
  • Surface only the parts that need a second look so QC technicians focus where it counts

Bring intelligence to every measurement today. Stop out-of-spec parts from creating scrap, eroding margin, or returning as warranty claims.

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