Display | VMS Solutions - Supply Chain Planning with AI driving digital transformation

Challenge the status quo and experience innovation

The Display Panel manufacturing process is becoming more complex to meet higher customer expectations with cutting-edge technology such as rollable, flexible, large-scale and high-density display. Our team of experts, combined with years of experience is ready to assist you in your manufacturing journey. Jumpstart your manufacturing process with innovative solutions tailored to your specific needs. Optimize your manufacturing operations incorporating simulation and machine learning techniques.

Increase visibility with
what-if simulation

Our customized simulation solution provides increased visibility considering rules and constraints such as sequence-dependent setup times and re-entrant flows.
Fully utilize your resources

Optimization resolves resource allocation challenges such as bottlenecks and layer WIP balance. Based on the global decision, simulation can produce better executable plan.
Improve your executable
plan with Machine Learning

Machine learning leverages simulation to optimize operations by learning from historical data and exploring the solution space.

: Research Paper
ML-Powered Capacity Planning
for Semiconductor fab

As the global semiconductor shortage continues, there is an increasing need for a next-generation capacity planning system that provides an optimal solution while enabling more accurate and faster calculations. Learn how to build an ML-Powered capacity planning for a Semiconductor fab.

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: White Paper
Implementing Real-Time Scheduler (RTS) for Display Panel Manufacturing

As the global competition in the display industry intensifies, the product spectrum requiring a specific technology diversifies. In this article, we introduce a case study in which VMS constructed a real-time scheduler (RTS) for a global top display company. See how the RTS system combines simulation and optimization techniques to overcome ever-changing fab operation strategies.

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Solutions

Resilient Planning

Agile planning for a fastpaced environment.

Optimal capacity planning
Accurate capable-to-promise (CTP)
Reliable production planning

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Solutions

Optimized Scheduling

Boost production efficiency with a robust production plan that
anticipates factors and constraints.

Executable schedule
Fast calculation
Efficient line operation

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Solutions

Simulation and Digital Twins

Analyze every step of your manufacturing process and optimize
production with our dynamic simulation systems.

Provide reliable visibility
Improve bottleneck resource utilization
Eliminate WIP Bubbles

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Solutions

Data Science and AI

Drive efficiency and innovate with machine learning.

Provide reliable visibility
Improve bottleneck resource utilization
Hunt down WIP bubble

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Why work with VMS

Discover our trusted skills and core competency values.

Experienced Team

Our team has more than 20 years of experience implementing and enhancing major semiconductor & display companies’ planning and scheduling systems.
Proven cutting-edge solution

We have deployed numerous MOZART® systems around the world. Our MOZART® solution in conjunction with our consulting expertise evolves as we expand our footprint and continue to serve our clients.
High accuracy and end-to-end visibility on the simulation process

Our simulation model takes into account all manufacturing constraints & rules, enabling practical and reasonable end-results. Fast simulation run-time and powerful analysis reports enables users to troubleshoot and assists with decision making.