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Lincode

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About

Lincode offers the Intelligent Visual Inspection System (LIVIS), a sophisticated deep-learning solution designed to automate quality control in manufacturing environments. The system is composed of two primary components: LIVIS Edge+ and LIVIS Platform. LIVIS Edge+ is the proprietary runtime software that performs real-time AI inferencing directly at the production line, identifying defects as parts move through the factory. LIVIS Platform serves as the centralized management hub where users can train AI models, manage workstations, and analyze production data. Together, these tools help manufacturers eliminate manual inspection errors, reduce scrap, and ensure high first-pass yields across complex assembly processes. The technology excels in several core competencies, including surface defect detection, assembly verification, and unsupervised anomaly detection. Unlike traditional rule-based machine vision systems that struggle with environmental variables and high false-call rates, LIVIS leverages a deep learning approach. It can identify subtle scratches, foreign objects, or orientation issues that legacy systems often miss. The platform is designed to be hardware-agnostic, meaning it can integrate with existing industrial cameras in brownfield environments or be implemented in new greenfield setups without requiring expensive proprietary hardware overhauls. This flexibility allows companies to supercharge legacy equipment with modern AI capabilities. For factory managers and operators, the system provides a no-code interface that simplifies the training of custom inspection workflows known as AI Inspectors. This accessibility is a key differentiator, as it allows personnel without extensive data science backgrounds to build and deploy complex inspection recipes. Lincode significantly accelerates the time-to-value by providing over 700 pre-trained AI models built on more than 800 million data points. This extensive library allows for rapid deployment—sometimes in less than a day—avoiding the common pilot purgatory associated with bespoke AI projects while maintaining high detection accuracy in real-world conditions. Furthermore, LIVIS offers flexible deployment architectures, supporting both cloud-based and on-premise installations to meet varying data security and regulatory requirements. It integrates seamlessly with existing factory ecosystems, including PLC, MES, ERP, and BI tools such as Power BI, SAP, Oracle NetSuite, and Tableau. By providing full data traceability, including timestamps and unique identifiers for every inspected part, Lincode enables manufacturers to maintain rigorous compliance standards while gaining actionable insights into defect trends. With a history rooted in visiting over 500 factories, Lincode is built to solve the specific operational challenges of modern industrial production.

Pros & Cons

Leverages 700+ pre-trained AI models to enable deployment of new use cases in under a day.

Hardware agnostic design allows for integration with any industrial camera provider in existing factories.

Supports both cloud and on-premise deployments to satisfy various data residency and security requirements.

SOC2 compliance ensures high standards for data security and privacy in industrial environments.

No-code development interface enables factory operators to manage AI inspectors without programming skills.

Requires the simultaneous deployment of both Platform and Edge+ software components to function.

Advanced automation features require integration with specific factory systems like PLC or MES.

Deployment in certain environments may require a dedicated Lincode plug-and-play edge controller.

Real-time edge inferencing requires compatible industrial PC hardware to maintain low latency.

Use Cases

Quality control managers can automate the detection of surface defects and debris, significantly reducing manual inspection labor.

Production line operators use the no-code Recipe Builder to quickly train AI inspectors for new parts or assembly tasks.

Supply chain partners implement the system to provide full data traceability with timestamps and unique part identifiers.

Factory managers leverage real-time dashboards to track defect trends and improve overall equipment effectiveness (OEE).

Manufacturing engineers use unsupervised learning models to catch new, untrained anomalies as they first occur on the line.

Platform
Web
Task
quality inspection

Features

cloud and on-premise deployment

assembly verification

surface defect detection

hardware agnostic integration

700+ pre-trained ai models

no-code ai model training

livis platform management hub

livis edge+ runtime software

FAQs

What is the difference between LIVIS Platform and LIVIS Edge+?

LIVIS Platform is used for training AI models and managing workstations company-wide, while LIVIS Edge+ is the runtime software that performs real-time inspection results at the edge. Both components work together to create a complete AI inspection workstation.

Is LIVIS compatible with my existing industrial cameras?

Yes, LIVIS is hardware agnostic and can connect with any industrial camera provider. This allows manufacturers to improve quality inspection without expensive hardware upgrades or major process changes.

Does Lincode support on-premise deployment?

Yes, Lincode offers both LIVIS Cloud and LIVIS On-Prem platforms. The on-premise version is ideal for customers with strict regulatory requirements, data residence needs, or limited internet access.

How much data is required to train a new AI model?

Because Lincode provides over 700 pre-trained models built on 800 million data points, the system requires significantly fewer images and shorter training cycles than standard AI platforms.

What types of defects can LIVIS identify?

LIVIS specializes in identifying surface defects, foreign objects, and debris, as well as performing assembly verification for component orientation and alignment. It also features unsupervised models for detecting untrained anomalies.

Pricing Plans

Enterprise
Unknown Price

LIVIS Edge+ runtime

LIVIS Platform access

700+ Pre-trained AI models

No-code Recipe Builder

Hardware agnostic support

Cloud or On-prem deployment

Full data traceability

PLC/MES/ERP integration

SOC2 compliant security

Real-time analytics

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