

Building Next-Generation Visual Inspection Systems
Lincode Labs Inc. is an artificial intelligence (AI) and computer vision company that empowers manufacturers and supply chain partners to conduct real-time quality inspections of components, assemblies, and packaging. The flagship product, LIVIS (Lincode Intelligent Visual Inspection System) conducts real-time quality inspections using advanced AI to enhance the accuracy and capabilities of traditional machine vision. LIVIS also offers a simple, no-code platform where quality managers can train and deploy AI models for new parts, defects, and production lines. Ultimately, Lincode makes visual inspection faster, more accurate, and highly scalable.
Key Features and Benefits:
Unparalleled Accuracy
Increase the efficiency of traditional vision systems with LIVIS by improving reliability of inspection results and reducing false calls.
Expanded Capabilities
Supercharge legacy camera systems with LIVIS by expanding their native capabilities for quality inspection to include advanced defect detection, assembly verification, and label inspection.
Data Traceability
Capture images, inspection results, timestamps, and unique identifiers to comply with regulations and track data during production processes and beyond.
Hardware Agnostic
Connect LIVIS to existing cameras and factory control systems to improve quality inspection without expensive hardware upgrades or major process changes.
No-Code AI Platform
Train and deploy Lincode’s proprietary AI models for new parts, defects, and production lines using a simple, no-code interface.
Curated Datasets
Go live with new use cases in under a day by leveraging Lincode’s pre-trained AI models and industry-specific datasets for a wide range of manufacturing processes and materials.
Centralized Management
Manage workstations and data from production lines across the globe, whether deploying LIVIS on fixed camera stations, conveyers, robotic arms, or mobile devices.
Analytics & Reporting
Analyze inspection results to track performance and improve manufacturing processes, first pass yield, throughput, and overall equipment effectiveness.
Inspections
Deployments
Datatsets
Countries
Why Lincode ?

Traditional Machine Vision
Limitations of traditional machine vision require factories to set up secondary manual inspections that create bottlenecks in production.
Traditional machine vision systems generally have limited functionality, require controlled environments, and produce a high rate of false calls. These limitations stem from the “golden image” approach to model training where any variance from a particular control set is deemed defective. But many manufacturing requirements allow certain variances too complex for machine vision systems to understand, leading to bottlenecks in production.

Other AI Platforms
AI Platforms lead with promises of efficiency but result in long training cycles and pilot purgatory due to lack of available datasets.

Lincode Intelligent Visual Inspection System (LIVIS)
AI Platforms lead with promises of efficiency but result in long training cycles and pilot purgatory due to lack of available datasets.
LIVIS is a true deep learning system built for manufacturing. The system includes proprietary AI models trained on industry- and use case- specific datasets, enabling manufacturers to deploy significantly faster than with other AI platforms. Unbound by rule-based structures, LIVIS gets smarter over time by learning which variances are acceptable and which are not. As a result, LIVIS consistently outperforms traditional machine vision technology and other AI platforms in accuracy, latency, and speed.
The Lincode Difference
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Lincode will be exhibiting LIVIS live at Automate 2025
May 12–15, 2025 · Detroit, MI · Huntington Place
Booth no: 2639
Leadership
Testimonials
As pioneers in visual quality inspection using AI, Lincode has helped us solve many challenges in BIW automation lines where traditional vision systems fail to support our applications. The Lincode team is highly flexible to our requirements and has extended their services beyond the initial specifications to help solve the problems on-site.

Rajsekhar Jaypal, AVP, Welding Systems
DiFACTO Robotics and Automation
Since we started using the Lincode inspection system, we’ve had a significant increase in productivity. The system can detect defects in the bolt no matter how the part is placed, along with missing pins. This has reduced our manual efforts and increased operator efficiency. We are very satisfied with the system and will certainly work with Lincode on other projects.

Andreas Nußmüller, Managing Director
Nußmüller Montagetechnik
Awards

Michigan government presents Lincode CEO, Rajesh Iyengar, with the 2024 Best Small Business Award at the Michigan Celebrates Small Business Summit on May 21, 2024

Michigan Celebrates Small Business
Best Small Business Award 2024

Centrepolis Accelerator
Best Manufacturing Technology 2024
Advanced Manufacturing Expo
Pitch Competition Winner 2023
Careers
We are a collection of passionate and innovative engineers and business professionals united by a common purpose - to build better AI products for the manufacturing sector. We value creativity, collaboration, hard work, and integrity. If you are looking to challenge yourself and join a talented team, check out our available positions. We’d love to hear from you.
Internship Program
Lincode's 6-month internship program is the perfect way to gain the skills and experience you need to launch a successful career in data science, software development, or AI. During your internship, you'll work on cutting-edge projects while working closely with experienced professionals who will help you develop critical skills and knowledge. Enjoy competitive stipends, perks, certificates, and a potential pathway to full-time employment based on outstanding performance.