Automated Vision Inspection Systems
Still inspecting parts by eye?
Sciotex is a US engineering firm that builds AI/ML vision inspection machines for manufacturing, aerospace, medical, electronics and research. Our benchtop and inline systems find defects, verify features and measure parts the same way on every part, every shift, with your images and data kept on-premise.
Since 1997 building inspection and test systems. Tell us about your parts today.
Industrial 2D and 3D cameras
Defects, features and dimensions
No cloud or third-party AI APIs
Benchtop, conveyor or robotic cell
Configurations
Successful deployments in
Product Family
Parts rotate on a precision base so the cameras see all 360°. Made for caps, vials, bearings, tubes and other parts checked around their circumference.
A laser triangulation scanner maps parts up to 150 × 750 × 180 mm at 0.1 mm resolution for non-contact dimensions and surface profiles.
Multi-station imaging on a vacuum-hold plate finds and grades scratches, creases, dents, scuffs and staining on flat or reflective parts.
A robot singulates small high-tolerance parts and checks dimensions, weight and surface defects in one automated sequence, built for 24/7 operation.
2D and 3D imaging inspects large parts on a conveyor at up to 60 units per minute, with top, bottom and side coverage.
Any platform can be scaled up and built into your production line, with reject handling and results sent to your plant systems.
Compare
| System | How parts are presented | Best for |
|---|---|---|
| Benchtop Vertical | Operator loads the part upright on a rotating base | Round, tall or asymmetric parts with side-wall features, threads, labels or markings |
| Benchtop Horizontal 3D | Part sits in a fixture; a barcode scan starts the recipe and a laser scans it | Extrusions, profiles, moldings and long machined parts that need 3D dimensions |
| Benchtop Surface Defect | Part is held flat on a vacuum plate and moved through imaging stations | Flat or reflective parts graded for cosmetic defects |
| RobotVIEW | A robot picks, presents and inspects each part automatically | Small high-tolerance medical, energy, electronics and aerospace parts |
| ConveyorVIEW | Parts move on a conveyor past top, bottom and side cameras | Large parts and products inspected inline at up to 60 per minute |
| Pallet Inspection | Loaded pallets pass a 3D sensing station | Spill and tip risks in automated warehouses |
Swipe the table to see all columns →
Why Vision Inspection
Manual inspection depends on the person, the lighting and the time of day. A Sciotex vision inspection machine applies the same acceptance criteria to every part and records the result. Read how the two compare in machine vision vs. manual inspection.
The same criteria on every part and every shift, without operator fatigue or judgment calls.
Defects are located and measured, and results and images save to disk for traceability and review.
Fixtures and software recipes let one system handle several part families with quick changeovers.
Vision inspection systems typically pay back in 7 to 12 months by cutting manual inspection and escapes.



















Examples
Sciotex has delivered vision inspection systems for surfaces, webs, small precision parts and semiconductors. See more in our automated inspection examples.
Finds and classifies cosmetic surface defects.
Inspects continuous web material for defects.
Checks small round parts for size and defects.
Automated inspection of chips and wafers.
How It Works
Rotating 360°. The part turns on a precision base while cameras capture it at set angles, and the software combines every view into one pass/fail decision. See the vertical inspection platform.
3D laser scan. A laser triangulation sensor builds a depth and reflectivity map as a linear stage moves the part, for non-contact width, thickness, length and surface profile measurements.
Multi-station surface imaging. Several lighting angles reveal color, texture and specular changes, so creases, dents and fine scratches show up that a single image would miss.
Conveyor and robotic. For production rates, parts are inspected in motion on a conveyor or presented by a robot, and rejects are flagged or diverted automatically.
Sciotex AI/ML inspection software is trained on your good and defective parts. It detects scratches, dents, chips, voids, cracks and contamination, confirms that features and assembly steps are present and correctly placed, and measures critical dimensions in the same pass. For the fundamentals behind it, see how industrial machine vision works.
Getting Started
Every project starts with your parts and your acceptance criteria. Free testing of your sample parts is available to determine the right system configuration, and benchtop platforms also work as a lower-cost proof of concept before a larger inline program.
Many AI inspection tools send images to cloud services or third-party AI APIs. Sciotex inspection software runs locally on the system, so your part images, defect data and recipes stay inside your facility. No subscription or support contract is required. Need something beyond a standard platform? See our custom vision systems.
FAQ
A vision inspection machine uses industrial cameras, lighting and image analysis software to check parts for defects, missing features and dimensions automatically. Sciotex builds them as benchtop platforms, conveyor systems and robotic cells.
Cost depends on part size and variety, the defects to detect, the inspection rate, how parts are handled and how results connect to your systems. A benchtop platform is the lowest-cost starting point. We provide a quote after reviewing your parts and requirements.
Drawings or photos of the parts, sample good and defective parts, your acceptance criteria and tolerances, the rate you need, and where results should go.
Yes. Free testing of your sample parts is available to determine the right system configuration. Benchtop platforms are also often used as a proof of concept before a larger automation program.
Vision inspection systems typically pay back in 7 to 12 months, depending on the labor, scrap and escapes they replace.
No. Inspection software runs on-premise without third-party APIs or cloud systems, and no subscription or support contract is required.
Yes. Systems can run stand-alone or be integrated with conveyors, reject mechanisms, PLCs and plant or warehouse software, and results save to disk for review.
Benchtop systems suit labs, QA areas and low to medium volume production where an operator loads parts. Inline conveyor and robotic systems suit continuous production where parts must be inspected without handling.
Additional Resources
Book a free inspection consultation. Free testing of your sample parts is available to find the right system configuration.
© Copyright 2026 by Coleman Technologies, Inc. DBA Sciotex