minds.ai develops AI-powered optimization solutions for semiconductor manufacturing workflows, focusing on enhancing operational KPIs across fabrication facilities.

minds.ai

Semiconductor manufacturers and fabs can no longer afford to innovate at the pace humans alone can sustain. AI solutions augment what they do best, so they can do it better.

We began minds.ai by applying deep learning solutions to enterprise business problems in pharma, the automotive industry, and enterprise operations.  
From there, we created DeepSim, a flexible AI engine that combines a powerful mix of open-source and proprietary AI tools into a simple, stable, cloud-based platform.
minds.ai Maestro uses DeepSim as a backbone, helping optimize processes for leaders in large-scale semiconductor manufacturing.

Founded in 2014, headquarters in Silicon Valley. Offices in Amsterdam and Bangalore.

Mark Hary

What an incredible week at SEMICON West! 

This year's event was buzzing with energy, and we were thrilled to see a significant increase in attendance at the Smart Manufacturing track. 
We were especially excited about the last-minute inclusion of our talk.

During our presentation, “Optimizing Semiconductor Manufacturing with AI: From Tool-Level and WIP Predictions to Fab Scheduling,” Sumit delivered a comprehensive overview of how AI is revolutionizing semiconductor manufacturing and Digital Twins. 
Thank you to all the attendees for your engagement and insightful questions.

Some of the conference highlights included:

- Engaging networking sessions
- The numerous encounters with old colleagues, friends, and partners
- Inspiring keynotes

Our COO, Sumit Sanyal and CEO Itzik Gilboa gained valuable insights and have numerous follow-up meetings lined up. We extend our gratitude to all the sponsors, speakers, attendees, and exhibitors. We look forward to next year’s edition in Arizona and other global SEMICON events.



#SEMICONWest #semiconductors  #smartmanufacturing #AI  #reinforcementlearning

TODAY @ 4:30pm @ SEMICON West 2024!

Join minds.ai this afternoon SEMICON West’s Smart Manufacturing Pavilion Stage, where Sumit Sanyal our COO will present during the Smart Manufacturing Special Session at 4:30 PM.

Sumit's talk, “Optimizing Semiconductor Manufacturing with AI: From Tool-Level and WIP Predictions to Fab Scheduling,” will provide a comprehensive overview of how AI is revolutionizing semiconductor manufacturing and Digital Twins. 

We will showcase our deployment of Deep Reinforcement Learning for fab scheduling at a 300mm manufacturer and demonstrate how tool digital twins improve real-time dispatching at a foundry. Discover how the modularity of deep learning integrates information from equipment to the full fab level, enabling a comprehensive Digital Twin formulation incorporating learned Neural Network-based models.

Don't miss this opportunity to learn more! Reach out to Sumit or Itzik Gilboa our CEO at the conference to dive deeper into smart manufacturing and AI or to catch up on the latest innovations.

#SEMICONWEST #semiconductors  #smartmanufacturing #AI  #reinforcementlearning #future #supplychain ##SEMICONWEST2024

Happy Friday! Exciting Growth in U.S. Semiconductor Manufacturing! 

According to a new report by the Semiconductor Industry Association (SIA) and Boston Consulting Group (BCG), U.S. domestic chip manufacturing is set to triple by 2032, thanks to the CHIPS and Science Act. This 200% increase marks the largest projected growth in the world, boosting the U.S. share of global fab capacity for the first time in decades. The report highlights the significant impact of CHIPS incentives in revitalizing U.S. semiconductor production, with the country expected to capture 28% of advanced logic manufacturing and over a quarter of global capital expenditures by 2032.

This unprecedented growth underscores the importance of continued government-industry collaboration to strengthen supply chains, support R&D, and expand the semiconductor workforce.

As we look to the future, minds.ai is proud to be part of this transformative journey, helping chip manufacturers optimize their fabs and contributing to the domestic increase in chip production. Together, we're driving innovation and economic growth in the semiconductor industry.

Read the full report here:
https://lnkd.in/eKN8mMEQ

#CHIPSact #semiconductor #machinelearning

Join us next week at SEMICON West in San Francisco, California! Our CEO, Itzik Gilboa, and COO, Sumit Sanyal, will be there, and we look forward to seeing you!

Discover groundbreaking technologies transforming the microelectronics sector and enabling smart applications. This is a prime opportunity for leading minds and manufacturers to connect, collaborate, and innovate as we unite on our journey towards the $1T milestone. Join us in addressing the key challenges facing the global microelectronics industry, including supply chain disruptions, climate change, and talent shortages, all crucial for achieving a $1T industry.

We’re excited to connect with you in San Francisco! Please reach out to Itzik Gilboa to arrange a chat if you are attending.

The conference takes place from July 9–11 in the Moscone center in San Francisco and is organized by SEMI Americas, see the conference site for more information: https://lnkd.in/eWWFwex

#SEMICONWest #Semiconductor #machinelearning #AI #reinforcementlearning

Reflecting on an Incredible Experience at ASMC 2024!

Our team had the distinct pleasure of presenting our collaborative work with Micron Technology at this year's Advanced Semiconductor Conference. We focused on using multi-agent reinforcement learning to optimize fab scheduling operations, and we couldn't be more grateful for the amazing turnout and engagement from everyone in attendance. The presentation, Supporting Fab Operations Using Multi-Agent Reinforcement Learning, can be found in the conference proceedings or ask us for a copy.

We want to extend a heartfelt thank you to all the brilliant minds from academia, industry vendors, and analytics professionals who joined us. Your presence, insightful questions, and thoughtful discussions truly made our experience unforgettable.

If you have any questions on the presentation or want to read the paper feel free to reach out to us, or get it from our website: https://lnkd.in/eVsy4Mu3

In addition to sharing our latest advancements, we were thrilled to spend valuable educational time learning from other leading experts in the field. The exchange of knowledge and ideas was truly inspiring and has left us more motivated than ever.

It's always inspiring to see such a vibrant community come together to share knowledge and push the boundaries of semiconductor technology. We look forward to continuing the conversation and collaborations with many of you.

Here’s to driving semiconductor optimization forward together using AI!

AI:MINDS

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