AI-Enabled Visual QC

See every defect.
Before it ships.

Scanflow's vision AI catches what human eyes miss surface defects, assembly errors, label mismatches at line speed, every shift.

AI visual inspection system scanning automotive parts on a factory conveyor with live inspection feed on monitor
Trusted by Global Enterprises

Solutions

Industry Use Cases

AI vision inspection station detecting surface scratch defect on casting parts with live monitor
Casting · Static QC

Casting part inspection

Verifies part number, die number, drill hole presence, thread integrity, and part orientation on cast components using OCR and vision AI. Catches missing features and misidentified parts before they reach the next stage.

AI powered body panel surface inspection on conveyor with defect detection overlays
Manufacturing · Inline QC

Surface defect detection

Detects scratches, dents, cracks, porosity, and surface contamination on manufactured parts moving at line speed. Every unit checked no sampling, no slowdown.

Weld quality verification station with laser inspection sensor and defect detection monitor
Manufacturing · Static QC

Assembly & weld quality verification

Verifies component presence, fastener count, torque marks, and sub-assembly position at critical stations. Also checks weld bead continuity, porosity, and joint integrity catching defects before the next build stage.

Automotive chassis on assembly line with robotic cameras and real-time object inspection monitor
Manufacturing · End-of-Line QC

End-of-line final inspection

Comprehensive end-of-line scan covering paint finish, gap & flush, lamp alignment, VIN verification, and label compliance all before sign-off.

How It Works

A day in the life of a quality inspector with Scanflow

No manual checks. No missed defects. No paperwork at the end of shift.

  1. 1

    Part arrives on the line

    The camera picks up the part automatically no trigger needed from the inspector

  2. 2

    System checks the part

    Surface finish, dimensions, orientation, and presence are all checked in under a second

  3. 3

    Pass or flag instantly

    Good parts move forward. Defective parts are flagged on screen immediately so you know why

  4. 4

    Inspector sees exactly what failed

    The screen shows the part photo, highlights the exact defect area, and displays the part ID the inspector picks up the rejected part and moves on. No ambiguity, no back-and-forth with the line

  5. 5

    Records maintain themselves

    Every part checked, every result saved with the photo and timestamp attached. At end of shift, the full inspection log is already there. Nothing to fill in, nothing to compile

QC Modes

Match the check to the stage

Three deployment modes, designed around where defects actually occur on your line.

Neon wireframe conveyor with boxes and inline vision camera scanning units

Inline QC

Continuous inspection on moving conveyors. No slowdown, no manual sampling — every unit inspected, every shift.

Explore Inline QC →
Wireframe static QC vision system scanning a part on a fixed inspection platform

Static QC

Station-based inspection at critical hold points. Ideal for assembly checks, torque marks, and component presence verification.

Explore Static QC →
End-of-line QC vehicle audit with multi-angle vision scanning

End-of-Line QC

Final product audit before packaging or dispatch. Comprehensive compliance check with full audit trail and pass/fail certification.

Explore EOL QC →

QC AI Agent

Your inspection data,
on demand

Query defect logs, batch records, and line performance directly in plain language, instant response. Every answer drawn from your own inspection database.

Built for QC managers and ops leads who need production intelligence without waiting on a report.

Scanflow QC Agent

Connected to your Inspection database

Try asking

  • Defect summary for Line 3 — this week
  • Batch B-204 pass rate
  • Top defect types in the last 30 days
  • Reject trend across shifts — July

Measurable Impact

Numbers your operations team will notice

99.9%

Accuracy Rate

Near-perfect precision across all mission-critical operational workflows.

4.5x

Operational Speed

Accelerate task completion times without sacrificing output quality.

35%

Reduction in Rework

Substantial decrease in defects and repetitive manual reconciliation tasks.

100%

Audit Compliance

Automated record-keeping for every step of the process with zero effort.

180

Day Payback

Positive ROI achieved in less than six months of full-scale deployment.

Deployment

Fits your factory. Not the other way around.

Retrofits into existing lines with no production downtime. Connects to your ERP, MES, or PLC from day one.

Talk to a Solutions Engineer

Hardware integration

Industrial cameras, NVIDIA edge devices, and mobile scanners. Retrofits into existing conveyors and stations without line shutdown.

Edge, cloud, or hybrid

Full edge inference for air-gapped lines. Cloud for multi-site analytics. Hybrid to balance latency and scale. Your choice.

ERP / MES / PLC integration

Native connectors for SAP, Oracle, and custom MES. PLC I/O for real-time pass/reject signals without middleware.

Continuous improvement dashboards

Defect trend charts, image-based root cause analysis, and line performance KPIs — all in real time, shareable with ops and quality teams.

“Automated inspection isn’t about replacing quality engineers. It’s about giving them line-level data they never had before at every unit, every shift, without fatigue.”

Scanflow QC Vision Trusted across Automotive, FMCG, and Industrial Manufacturing

Free 1-Week Trial • Try Before You Buy

We bring the hardware. You run your line.

Not a slide deck demo. Our engineers set up a complete inspection system on your actual production floor — cameras, edge compute, software — fully configured for your product. Run it for a week. See exactly what it catches.

  • Full hardware kit delivered to your site

    Industrial cameras, lighting rig, edge compute unit, mounting hardware

  • Ready to run no sample collection needed

    Scanflow is a shelf-ready solution. No lengthy data gathering, no waiting weeks to build a model from scratch before you can see it work

  • Dedicated Scanflow engineer on-site

    for setup day, available throughout the trial period

  • Full report at the end of the week

    defect log, accuracy metrics, ROI options for your line

  • Zero obligation.

    Keep the results. Return the hardware. No commitment required.

Ready to see it on your line?

Claim your free 1-week hardware trial or book a 30-minute call with a solutions engineer.