Custom Vision Systems
Sciotex designs and builds custom vision systems that inspect, measure, count and guide at line speed. Send us your part and we’ll tell you what’s feasible.
Last updated: October 2026 · Sciotex Vision Engineering Team
Matched to the defect, part and line speed.
Tested on your real parts before you commit.
The Short Answer
A vision system is a combination of cameras, lighting, optics and software that captures images of a part or product, analyzes them against defined criteria, and sends a result to the production process. Vision systems are used to inspect, measure, identify, count and sort items and to guide robots, automatically and at line speed.
A sensor tells you something is there. A vision system tells you what it is, whether it is right, and what to do next. This page covers the types of vision systems, the ones Sciotex builds, and how a project runs. For the technology itself, read our machine vision guide.
What You Get
A camera alone is not a vision system. Sciotex delivers the complete, working station.
Cameras, lenses and lighting selected and tested on your parts, so the defect is visible before any software is written.
Rule-based tools, custom algorithms and AI models, built in-house and tuned to your acceptance criteria.
Fixtures, conveyors, robots, reject mechanisms and enclosures, modelled in CAD before the build.
PLC, HMI, database and plant-network integration, with results and images logged for traceability.
Want the engineering detail? See how machine vision works and the components of a machine vision system in our guide.
Compare Your Options
Vision systems differ in how they capture the image and in how much of the station comes with them.
| Type | How it images | Best for | Sciotex system |
|---|---|---|---|
| 1D / line scan | One line at a time as material moves | Webs, sheets, cylinders, continuous product | Web Inspection System |
| 2D area scan | A flat snapshot | Presence, labels, codes, surface defects, basic dimensions | Conveyor Vision Inspection |
| 3D | Height and shape via laser, structured light, or time-of-flight | Volume, flatness, warpage, bin picking | Pallet Inspection System |
| AI vision | Models trained on example images | Variable or hard-to-define defects | Surface Defect Detection |
Off-the-shelf vision hardware is the right buy for some jobs. This is how to tell which side of the line yours is on.
| Smart camera or vendor kit | Custom integrated system | |
|---|---|---|
| Best for | One simple check on a stable, well-presented part | Several checks, variable parts, or defects that are hard to see |
| What you get | Camera, lens, light and vendor software | A complete station: imaging, software, handling, controls and data |
| Lighting and optics | Chosen from a standard range | Designed and tested on your parts |
| Part handling | You provide fixtures, motion and rejection | Built in: fixtures, conveyors, robots and reject mechanisms |
| Software | Configured from the vendor's tool set | Rule-based tools, custom algorithms and AI, written for the application |
| Integration | You connect it to the PLC and data systems | Delivered connected to PLC, robot, HMI and database |
| Who owns the result | You do | The integrator does |
It isn’t either/or. Sciotex builds custom systems around hardware from Cognex, Keyence, Basler and others.
Choosing between them: 2D vs. 3D · where AI helps · full selection checklist
Find Your Application
Scratches, dents and blemishes, including on reflective parts.
Robotic measurement of height, width, diameter and weight.
Inline defect detection and classification at production speed.
Benchtop stations an operator can load and run.
Vision-based counting for bulk, layered and conveyed items.
3D sensing that flags unstable pallets before they ship.
Where We've Done It
Every industry has its own defects, speeds and rules. These are vision systems Sciotex has delivered in each.
Chip and wafer inspection systems built for semiconductor test and inspection criteria.
High-speed conveyor inspection of the size and location of laser-drilled holes in tablets.
Two line-scan cameras inspect fiber for defects as it is drawn on the tower.
Web inspection of long fiberglass runs used to manufacture wind turbine blades.
Seedling inspection that measures leaf area, height and chlorophyll level at the same time.
3D time-of-flight sensing that flags pallets at risk of tipping in transport.
Proof, Not Theory
Each system below was engineered around a specific part, defect, and line speed.
Inspects parts in a vertical orientation as they rotate on a precision base.
View system →
Machine vision and AI inspection of small parts in a fixture or tray.
View system →
Detects defects across many different surface types.
View system →
Quality inspection decisions on high-speed conveyors.
View system →
Robot-based measurement and defect inspection of small, high-tolerance parts.
View system →
3D time-of-flight sensing to flag pallets at risk of tipping.
View system →
Test and inspection systems built for semiconductor criteria.
View system →
Multi-point and 3D inspection of extruded products.
View system →
The Business Case
Inspection of 100% of production instead of a sample, without slowing the line.
No variation between operators, shifts or the end of a long day.
Images and data logged automatically for traceability and customer audits.
Repetitive visual checks, counting and sorting come off your operators.
Typical payback is 7 to 18 months. The real figure depends on your scrap cost, the cost of a defect reaching a customer, labor and throughput.
Working With Sciotex
You send sample parts, defect examples and line speed. We tell you what is practical.
A short test on your real parts confirms the imaging and the detection before you commit.
The full station is modelled with you, so layout and handling are agreed before the build.
Hardware, software and controls are assembled and connected to your PLC, robot and data systems.
We install on site, validate against your acceptance criteria, and plan duplication for other lines.
The right system depends less on camera brand and more on the inspection challenge.
Why Sciotex
A camera vendor sells you a camera. An integrator is accountable for the result: lighting that reveals the feature, optics that resolve it, software that decides reliably, and controls that act at line speed.
Integrator for Cognex, Keyence, NI, Basler, LMI, and others, so the design fits the problem.
Custom algorithms, AI vision, and machine learning.
Short proof-of-concept work and design-first CAD modelling.
Economical duplication and multi-site installation planning.



















Before You Buy
A vision system is a combination of cameras, lighting, optics and software that captures images of a part or product, analyzes them against defined criteria, and sends a result to the production process.
Machine vision is the technology. A vision system is the working equipment built on it. Our machine vision guide explains the technology in depth.
Cost is driven by the number of cameras, the handling and automation around them, line speed, and how much integration is needed. A feasibility review and proof of concept give you an accurate number before you commit.
Good and bad sample parts or photos, the smallest defect or feature to find, part size and line speed, the result you need, and what the system must connect to.
Yes. A short proof of concept on your real parts tests the imaging and detection, which reduces project risk before the full build.
Weeks for a simple station, and several months for custom multi-stage systems.
Sciotex is an integrator for Cognex, Keyence, NI, Basler, LMI and others, and selects hardware to fit the application.
Yes. Sciotex integrates vision systems with PLCs, robots, HMIs, databases and plant networks.
Yes. Systems are designed for economical duplication, with installation planning for multiple sites.
Free Consultation
Share sample parts, defect examples, line speed, and requirements. We’ll tell you whether conventional vision, AI, robotics, or a combination is the practical path.
Learn the Technology
How the technology works, its components, and why projects fail.
How to build the business case in manufacturing.
Accuracy, speed, and cost compared.
© Copyright 2026 by Coleman Technologies, Inc. DBA Sciotex