Lightning Fast Optimization
for your Complex Scheduling Problems.

Get a competitive advantage to control your manufacturing system and optimize its performance.

Lightning Fast Optimization
for your Complex Scheduling Problems.

Get a competitive advantage to control your manufacturing system and optimize its performance!

Real-time scheduling in fully automated 300mm fabs

Scheduler running live 24/7 since April 2023

Planimize Schedule Optimizer is running live in 2 fully automated fabs in France and Italy. It runs every 6 minutes to schedule several thousands of operations on several hundreds of resources, handling chained time constraints and maximizing productivity, tool efficiency and adherence to production plan, while minimizing lot transportation.

Beyond state-of-the-art optimization software

Relies on multiple innovative algorithms published in highly recognized scientific journals.

The software delivers excellent results on various industrial and academic benchmarks. This high performance is possible thanks to various innovative algorithms , some of which are published in highly recognized scientific journals. Moreover, high-quality schedules can be provided for large and complex scheduling problems in minutes thanks to the parallelization of algorithms, exploiting modern hardware.

Beyond state-of-the-art optimization software

Relies on multiple innovative algorithms published in highly recognized scientific journals.

Planimize is a software company, providing innovative decision-making tools, based on combinatorial optimization algorithms. We are specialized in scheduling software, in the semiconductor manufacturing sector.
Our general purpose is to improve the production efficiency of our customers. The decision-making tools we propose are derived from cutting-edge research and incorporate high-standard architecture, with cloud computing and web interface.

Real-time scheduling in fully automated 300mm fabs

Scheduler running live 24/7 since April 2023​

Planimize Schedule Optimizer is running live in 2 fully automated fabs in France and Italy. It runs every 6 minutes to schedule several thousands of operations on several hundreds of resources, handling chained time constraints and maximizing productivity, tool efficiency and adherence to production plan, while minimizing lot transportation.

Silicon Silicium Wafer
Credits - Rob Bulmahn- IMG_31000R /Flickr

Challenges of Semiconductor and Complex Manufacturing

Optimizing multiple conflicting performance indicators while satisfying numerous and complex constraints

In complex manufacturing context, the scheduling of lots has a critical impact on the operational performance of factories, such as cycle time throughput, delivery time performance, and quality. For example, in wafer fabs, a single lot of wafers may go through up to 1,000 steps in different work areas. To create all the layers, each lot visits each work area frequently, leading to reentrant flows. In high-mix fabs, where hundreds of products are produced simultaneously, expensive production resources must be shared among lots of different products and lots at different stages. With shrinking chip sizes, ensuring high quality requires advanced process control systems that constrain the utilization of the resources.
To address these challenges, we offer a cutting-edge, generic and scalable optimization software for scheduling lots in different areas of factories. Generic, the solution can handle the most complex constraints (e.g., batching, queue times, reentrancy, auxiliary resources) and simultaneously optimize the most relevant performance measures. Scalable, the optimization engine can solve very large and complex scheduling problems.

The software

Planimize Schedule Optimizer, implemented as a service that can be run in the cloud or on-premise, computes optimal scheduling decisions in complex manufacturing systems. Among the enormous number of possible decisions, the software finds those that simultaneously optimize the most important key performance indicators for the customer.

Some of the constraints our scheduling solution can take into account

Batch processing resources
Queue time constraints
Flexible Job-Shop
Production targets
Multiple resources
Transportation times
Unavailability periods
Release and due dates
Sequence-dependent setup times

Scalability and Speed

  • Our algorithms ensure handling scheduling problems with thousands of operations and hundreds of resources.
  • Multiple criteria optimized at the same time
  • High-quality schedules computed in few minutes.

Some of the constraints our scheduling solution can take into account

Batch pocessing resources
Queue time constraints
Flexible Job-Shop
Production targets
Multiple resources
Transportation times
Unavailability periods
Release and due dates
Sequence-dependent setup times

Scalability and Speed

• Our algorithms ensure handling scheduling problems with thousands of operations and hundreds of resources.

• Multiple criteria optimized at the same time

• High-quality schedules computed in few minutes.

Fast and flexible deployment

• Generic and extensible, our optimization algorithms can be quickly adapted to your problem.

• On-premise or in the cloud, you decide how to connect our software to your existing infrastructure.

With our software, you get the customizable interface « Panelo » that provides you with a visualization of schedules, the optimization progress, and the key performance indicators which matter in your context

Some of the performance indicators our scheduling solution can optimize

Satisfaction of queue time constraints
Satisfaction of production targets
Cycle time
Batch filling
On-time delivery
Resource utilization
Throughput

Fast and flexible deployment

• Generic and extensible, our optimization algorithms can be quickly adapted to your problem.

• On-premise or in the cloud, you decide how to connect our software to your existing infrastructure.
With our software, you get the customizable interface « Panelo » that provides you with a visualization of schedules, the optimization progress, and the key performance indicators that matter in your context.

Some of the performance indicators our scheduling solution can optimize

Satisfaction of queue time constraints
Satisfaction of production targets
Cycle time
Batch filling
On-time delivery
Resource utilization
Throughput

A software relevant to many industries

A solution designed from the outset for complex industries beyond its first field of application

Our scheduling solution is developed closely with the semiconductor industry, which manages the most complex advanced manufacturing systems.
Initially used in semiconductor manufacturing, our solution was designed from the ground up for longevity and extensibility.


Thanks to our expertise, our solution can be adapted to other complex and capital-intensive industries.

Automotive industry
Aircraft manufacturing
Pharmaceutical industry
Glass manufacturing

A software relevant to many industries

A solution designed from the outset for complex industries beyond its first field of application
Our scheduling solution is developed closely with the semiconductor industry, which manages the most complex advanced manufacturing systems. Initially used in semiconductor manufacturing, our solution was designed from the ground up for longevity and extensibility. Thanks to our expertise, our solution can be adapted to other complex and capital-intensive industries.
Automotive industry
Aircraft manufacturing
Pharmaceutical industry
Glass manufacturing

Planimize is committed to its customers to

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Design customized and innovative solutions

Providing advanced optimization solutions for complex manufacturing requires listening to our customers and deeply understanding their challenges.
Research, innovation and performance are the main focus at Planimize.

Support deployment and keep up with rapidly changing needs and innovations

Our expertise in deploying advanced analytics will be made available to our customers to ensure the potential of our solutions is realized.
Our R&D roadmap is defined by our customer needs that we aim to satisfy using state-of-the-art technologies.

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You want to know more about our solution and expertise?

You can book a demo with Planimize team via the form on our contact page.

You want to know more about our solution and expertise?

You can book a demo with Planimize team via the form on our contact page.