Processing's Weekly Mixer: 4 key trends shaping industrial AI, and more

A recap of recent coverage of the process industries from across EndeavorB2B brands.
Feb. 13, 2026
7 min read

Welcome to the latest installment of Processing's Weekly Mixer, which highlights recent content from EndeavorB2B brands relevant to process manufacturers.

This week's entry features content from Plant Services, Pharma Manufacturing, Food Processing and Automation World, as well as this week's content from Processing.


 

The 4 key trends shaping industrial AI

From Plant Services: NVIDIA and Dassault Systèmes outline how physical AI and industry world models can democratize advanced simulation for manufacturers and engineers.

Managing editor Anna Townshend writes: 

NVIDIA and Dassault Systèmes announced a major expansion of their long-standing technology partnership at 3DEXPERIENCE World in Houston last week. The announcement positions industrial artificial intelligence (AI) as the next important step beyond generative AI technologies for industry.

Speaking during a press briefing ahead of the conference, executives from both companies described a shared vision for industrial AI, grounded in physics, engineering, and decades of industrial knowledge. The new industrial AI architecture is enabled through virtual twins and industry world models from Dassault Systèmes and large-scale AI infrastructure from NVIDIA.

Key highlights of the article include:

  • Physical AI integrates physics-based digital representations, enabling systems that understand real-world behavior.
  • Virtual twins now serve as operational decision support tools, embedding modeling, simulation, and domain expertise .
  • Industrial AI and AI-powered virtual assistants aim to democratize high-fidelity simulation, making advanced decision-making accessible to a broader range of industry professionals.
  • AI factories will use simulation and physics-informed models to validate designs virtually before deployment, reducing risks and accelerating time-to-market.

 

Podcast: Designing CGT manufacturing for scale, speed and access

From Pharma Manufacturing: The latest episode of Off Script features a conversation with Jon Ellis, CEO of Trenchant BioSystems, about the current state of cell and gene therapy manufacturing and where the industry must go next. The conversation explores why traditional centralized manufacturing models are struggling to scale, how automation and digital batch records can significantly compress manufacturing timelines, and how emerging platforms are rethinking cell recovery, analytics integration, and starting material strategies. Listen below.

Blue Diamond increases throughput via line upgrade

From Food Processing: This case study outlines how Key Technology’s Zephyr horizontal-motion conveyors feed almonds into chute-fed optical sorters, creating an even distribution of product for optimal inspection.

According to the case study: 

In 2023, Blue Diamond upgraded the main production line at its Salida, Calif., facility with the latest technology, increasing throughput by 35% while enhancing grading precision and minimizing product breakage.

“This is one of Blue Diamond’s most important lines, processing a significant amount of our almonds,” says Adrian Bradshaw, senior site engineering manager at Blue Diamond Growers. “Part of the old line had reached the end of its useful life, and we wanted more capacity and less mechanical damage to the product. After thoroughly evaluating several suppliers and their solutions, we decided to work with Key Technology because their equipment offered the best combination of performance, reliability and hygienic design, backed by great support.”


 

Strategies to protect vulnerable SCADA systems from cyber threats

From Automation World: Industry experts from Emerson, Schneider Electric and Siemens Digital Industries reveal how manufacturers can assess vulnerabilities to protect aging SCADA systems from escalating cybersecurity threats.

Contributing writer Mat Dirjish writes:

Supervisory control and data acquisition (SCADA) systems emerged, as we would recognize them today, in the 1970s to monitor real-time data and control processes while storing data for analysis. Since then, they’ve become critical tools in automation and control applications across the discrete manufacturing and processing industries. 

SCADA systems were among the first digital tools for industrial control. Combining network communications, hardware and software considered state-of-the-art at that time, early SCADA systems significantly improved production efficiency — and many of these systems are still in use. Today, however, these legacy SCADA systems are highly susceptible to cybersecurity threats as they were not designed for the levels of internet connectivity now common in industry. 


 

Recapping the week on Processing

Articles

Controlling dust in bulk solids mixing and blending processes

Common causes of water pump failures and how to prevent them

A material difference: Why a metal manufacturer opted for plastic in cooling tower upgrade

Podcast

Pros and cons of new versus used processing equipment: Part 2

Rod Henricks, VP of sales for Kice Industries discusses hidden costs and risks of buying used and rebuilt processing equipment. Listen to his his conversation with senior editor Nate Todd below. To listen to Part 1 of this series, click here.

Video

How high-capacity water treatment systems change reuse economics in the oil and gas industry

Brent Halldorson, Produced Water Expert, United States, for LiqTech explains how recycling has shifted from a sustainability premium to a cost advantage.

News

U.S. Chemical Safety Board opens investigation into Maine pulp mill fatality

Heat exchanger assessment service targets efficiency and steam system reliability

FoodSafe Drains introduces engineering-led drainage assessment for food plants

Kansas State University Olathe opens 2026 pneumatic conveying course registration

Dynamic Motion Group expands metal fabrication with Versatile Fabrication acquisition

New Products

Emerson introduces hybrid continuous gas analyzer

Bulk bag modified atmosphere packaging reduces spoilage and waste

 
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