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MOZART Supply Chain Planning

Create your planning and scheduling application with our cutting-edge
solution adopted by leaders in the semiconductor industry.

Data-driven simulation & ML-powered optimization

Create a simulation model that captures all rules and constraints with pre-built libraries. Our customized application runs with real-time data, producing accurate end results. Our simulation tool utilizes trained machine learning models for smart manufacturing operations.

Integration of Development and Operation Processes

MOZART is an integrated solution for development and operations. Implement effective production planning and scheduling systems utilizing a virtual model reflecting a real manufacturing facility environment.

Integration of Development and Operation Processes
  • Agile implementation with
    best-in-class libraries

    MOZART provides best-in-class libraries developed
    based on two decades of experience implementing
    and enhancing major semiconductor & display
    companies’ systems. It allows new customers to
    build high-quality systems in a short period of time.

  • Flexible and easy to
    customize to meet specific
    requirements

    MOZART is flexible and easy to implement
    customer specific requirements which the
    standard model utilizing pre-built libraries
    doesn't cover.

  • Parallel simulation
    with experiment design

    Our data scientists understand the different challenges that global leading semiconductor manufacturers face and created an optimal ML model considering these requirements. The use of reliable simulation data accelerates ML training while utilizing historical data.

MOZART Architecture

MOZART is an SCP solution implemented for and utilized by leading companies in the semiconductor and display panel manufacturing industries. Our comprehensive suite includes core engines and pre-built libraries that come with IDE (Integrated Development Environment) for customization and MMC (MOZART Management Console) for system operation.

  • Domain Library & Configuration Tool

    MOZART has pre-built libraries specified by industry and
    application. Easy-to-use configuration tools that allow users to
    develop prototype applications by choosing the model, features,
    and rules.

    Pre-built Domain Library

    Configuration Tool

  • Engine Library

    MOZART provides a variety of planning engine choices on top
    of native core engines and plug-ins. We have a devoted team
    of consultants ready to assist with selecting the right system
    configuration that suits your needs.

    Planning Engine Forward/Backward/Hybrid

    Core EngineDES/CBS/OBO/Pegging

    Plug-inOptimization/ML&AI

  • MMC (MOZART Management
    Console)

    Users can use MOZART MMC to manage and monitor
    systems operation.

    Task Manager

    Deploy Manager

    Task Schedule & Execution Service

  • IDE (Integrated Development
    Environment)

    MOZART IDE is used to customize a prototype model
    to meet customer requirements. Our user-friendly
    components include object-oriented design and
    debugging functionality enabling agile development.

    Function Modeler

    Simulation Modeler

    Behavior Designer

    Entity Designer

MOZART Modules
WISE & AI SCP Supply Chain Planning MP Master Planning R TF Return T o F o r ecast FP F ac t o r y Planning R T S Real-Time Scheduling LSE Loading Simulation Engine
  • MOZART WISE (What-If Simulation Environment)

    Define experiment design and generate "what-if-scenarios". Run simulation in parallel and provide comparison results effectively.

    Provide an environment where AI/ML technology is leveraged to obtain optimal parameters.

  • MOZART SCP (Supply Chain Planning)

    Determine the optimal amount of machine and labor resources required to meet production demand.

    Analyze capacities and bottleneck resources given all operational constraints; Develop an efficient operation plan.

  • MOZART MP (Master Planning)

    Establish weekly production plans considering demand (forecast and actual orders) and available resource capacity. Optimize production by utilizing resources to manufacture products in advance when capacity exceeds demand.

    Maximize profit by optimizing product mix and production.

  • MOZART RTF (Return To Forecast)

    Provide accurate order progress and the latest process start time (LPST) for each lot through demand and lot pegging.

    Maximize profit by optimizing product mix and production.

  • MOZART FP (Factory Planning)

    Generate daily release and production plans to meet weekly targets considering resource capacity and line balance.

    Run multiple “what-if- scenarios” based on a master plan to identify and address potential production bottlenecks as well as capacity constraints before production.

  • MOZART RTS (Real-Time Scheduling)

    Maximize productivity by creating an efficient tool that meets production constraints such as materials, resource capability, set-up crew calendars, and demand priority all in one place.

    Increase effectiveness and anticipate factory demands such as machine breakdowns, lot hold, and material shortage.

  • MOZART LSE (Loading Simulation Engine)

    Deploy a basic simulation package and simulate "what-if- scenarios" to compare results.

    Provide end-to-end visibility which includes WIP trend, move trend, and tool utilization. Our solution allows for bottleneck detection, PM schedule impact, and priority lot introduction.

Why work with VMS

Discover our trusted skills and core competency values.

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    Powerful simulation
    analysis tool

    Our MOZART Studio enables users to analyze simulation results with customizable GUI and perform what-if simulation scenarios utilizing modified input data and/or options in their local computer.

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    End-to-end
    manufacturing integration

    Our MOZART suite covers the entire process from FAB to BE and integrates multiple levels from weekly planning to real-time scheduling.

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    Trained ML models
    and simulator support

    Our data scientists understand the different challenges that global leading semiconductor manufacturers face and created an optimal ML model considering these requirements. The use of reliable simulation data accelerates ML training while utilizing historical data.

Solutions

Resilient Planning

Agile planning for a fastpaced environment.

  • Optimal capacity planning

  • Accurate capable-to-promise (CTP)

  • Reliable production planning

Solutions

Optimized Scheduling

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

  • Executable schedule

  • Fast calculation

  • Efficient line operation

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

Solutions

Data Science and AI

Drive efficiency and innovate with machine learning.

  • Provide reliable visibility

  • Improve bottleneck resource utilization

  • Hunt down WIP bubble

Get in touch

Our global team helps you innovate to another level.

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