Crack Detection AI
Catch cracks in your products before they leave the line, ship to a customer, or fail in the field.
Crack Detection AI for the Toughest Industrial Manufacturing Problems
Deploy Anywhere, Run Everywhere
Run crack detection on existing line cameras, robotic arms, handhelds, 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.
- Casting Cracks
- Weld Cracks
- Forging & Heat-Treatment Cracks
- Machined Surface Cracks
- Frame & Weldment Fractures
- Engine, Gearbox & Component Cracks
“Roboflow has been instrumental in accelerating our deployment of innovative AI solutions.”
Travis Turnbull
Vice President & CIO, Pella Corporation
Talk to a Vision AI engineer who's shipped in heavy industrial manufacturing.
A single cracked casting, weld, or assembly can mean scrap, warranty claims, recall, or a customer down for days. Bring us your toughest inspection problem and we'll map a working solution on the first call, whether you need a proof of concept next week or a validated, line-wide deployment by next quarter.
Ask us about:
- Solution architecture for ASME, AWS D1.1, AS9100, and ISO 5817 environments
- Live demo on your line footage, NDT imagery, or part photos
- Deployment options: edge, on-prem, air-gapped, robot-mounted, or VPC
- ROI modeling against scrap, warranty, recall, and field-failure costs
Over 16,000 organizations build with Roboflow.
- Rivian
- Pella
- Chobani
- USG Corporation
- BNSF Railway
- American Woodmark
Catch Cracks at the Source, Eliminate Scrap, Stop Field Failures with Vision AI
Turn slow, manual part inspections into real-time intelligence with Roboflow's crack detection. Built for the operations where one cracked casting, weld, or assembly can mean a scrapped part, a warranty claim, or a piece of equipment down at a customer site. Whether you're inspecting on the foundry floor, in the weld bay, at the machining cell, or at final QC, Roboflow delivers accurate, scalable crack detection on the lines your team already runs.
Castings, Forgings, and Heat-Treated Parts:
- Detect hot tears, cold shuts, shrinkage cracks, and quench cracks on castings and forgings
- Flag surface and subsurface cracks before parts move into machining or assembly
- Catch issues during cooling, NDT staging, or visual inspection cells
Welded Fabrications and Heavy Equipment Assembly:
- Inspect long welds on frames, chassis, vessels, and structural weldments
- Identify fatigue cracks, stress fractures, and weld toe cracking on large assemblies
- Verify weld quality against ASME, AWS D1.1, and ISO 5817 standards
In-Line and End-of-Line Inspection at Scale:
- Run models on existing line cameras, robotic arms, or handhelds, on the edge if you need it
- Catch cracks 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 inspection today. Stop cracks from leaving the line, eroding margin, or returning as warranty claims.