Best of Linkedin: Smart Manufacturing & Industrial AI CW 29/ 30

Industrial AI's center of gravity is shifting from pilots to plumbing. The strongest voices this period converge on a single point: value comes from data governance, contextualization, and IT/OT collaboration, not from bigger models. At the same time, the money is moving fast, headlined by Schneider Electric's $3.1 billion move for Cognite, while a persistent talent and reshoring gap threatens to slow the whole transition down.

Date

July 29, 2026

Smart Manufacturing

Thomas Allgeyer

Methodology: Every two weeks we collect most relevant posts on LinkedIn for selected topics and create an overall summary only based on these posts. If you´re interested in the single posts behind, you can find them here: https://linktr.ee/thomasallgeyer. Have a great read!

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If you prefer listening, check out our podcast summarizing the most relevant insights from Smart Manufacturing CW 29/ 30:

Industrial AI Foundations & Data Discipline

Industrial AI keeps failing on data governance and readiness gaps, not model quality
Digital twins only earn trust when governed like PLM assets, with lifecycle and change control
MES is being repositioned as an Industrial Operations Platform supplying AI-ready context
Germany's AI strategy leans on industrial leadership and data sovereignty, not a Silicon Valley copy
IT and OT collaboration is the practical unlock for scaling Industrial AI, not new algorithms
Gartner's new PLM Magic Quadrant renews focus, but evaluation still needs company-specific criteria
KPMG flags life sciences manufacturing as lagging AI-accelerated drug discovery, the sector's new bottleneck

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Physical AI & Automation on the Floor

A simple resistor still converts 4-20mA sensor signals into PLC-readable voltage
Auto Height Control keeps laser cutting distance precise regardless of brand or price
Control panel manufacturing is being outsourced to specialized automation companies
Right-sized, common-sense automation is beating flashy breakthroughs on productivity
Agentic AI is moving intelligence closer to the machines, past fixed programming
Gartner's Physical AI recognition is shifting focus from screens to the factory floor
Open, software-defined automation is gaining ground for flexibility and interoperability
Siemens Adaptive Control cut cycle times and prevented tool breakage on Sansera's CNC machines
DMG MORI connectivity helped NTF Korfhage modernize with real-time machine data

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M&A & Corporate Moves

Schneider Electric is acquiring Cognite for $3.1 billion, built on its Industrial Knowledge Graph tech
The Cognite deal follows Schneider's AVEVA purchase, pushing industrial AI toward agentic decisions
Schneider's Lighthouse Operating System has modernized more than 120 smart factories worldwide
Schneider's new Modicon M660 controller combines motion control, cybersecurity, and cloud connectivity
Siemens earned Gartner's Market Shaper recognition in Physical AI, backed by its Xcelerator portfolio
Siemens PCS neo keeps the engineering views familiar to PCS 7 users for device configuration
SAP's Joule Work Desktop brings natural language access and dashboards to Digital Manufacturing
SAP's Autonomous Manufacturing demo covers real-time scheduling and workforce coordination
SAP's 2608 release improves connectivity and reliability across Digital Manufacturing
SAP named a new President and Global Head of Industry AI to lead its agentic push
SAP claims thousands of intelligent agents now embedded across its Industry AI processes
A Panasonic Megtron 6 PCB shortage is straining supply chains amid AI hardware demand
Five industrial AI operations startups were acquired within nine weeks, signaling consolidation

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Workforce & Reshoring

Semiconductor reshoring is accelerating, with chipmakers investing hundreds of billions in US capacity
Reshoring only succeeds when specialized workforce training keeps pace with mobile capital
Semiconductor infrastructure providers are positioned as critical to closing that talent gap
Building AI-ready supply chain talent is a cultural transformation challenge, not just a tech rollout
Factory visits across Asia confirm skilled talent, not automation, is the defining constraint
Manufacturing leaders call the real barrier a leadership gap, not a skills gap
Manufacturing employment declined in 2025 amid tariffs, weaker demand, and shifting supply chains
Digital inventories of build files are pitched to cut costs versus holding physical stock

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Events & Site Visits

Liebherr's Brazilian facility unites manufacturing, aerospace, wind energy, and gear tech under one roof
Global manufacturer visits keep pointing to IT and OT collaboration as the practical driver of progress
Delta Electronics' Taiwan factory showcased AI-driven smart manufacturing and customer-focused innovation
SAP's Rome manufacturing conference put robust master data at the center of asset management
ZF Group's Eger plant tour showcased automated warehousing and cobots
ExpoIngenierías 2025 featured smart manufacturing training and an autonomous tractor recognized by John Deere
SAP's Embodied AI Jam in Biel brought partners together to test real robotics use cases
SAP's Executive Exchange event turned to intelligent sourcing use cases for manufacturing's future
Automate Show 2026 and Automate 2026 centered on open, software-defined automation to scale physical AI
A separate on-demand webinar walked through tangible, measurable AI use cases in manufacturing

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Thanks to Sam Proctor, Muhammad Noman, Dr. Elnaz Nayeri, Libor Kafka, Chris Stergiou, Shankar Raman, Víctor M., Jacobo Lloret Casal, Jeff Winter, Jonathan Alexander, Burkhard Boeckem, Dr. Susanne Beckers, Bob van de Kuilen, Augusto Vilarinho, Rainer Brehm, Brent Roberts, Shannon Phillips, Juan R. Marquez, Tomáš Soudský, Małgorzata Górska, Richard Howells, Mandeep Sidhu, Heleno Linhares, Dante Vaccaro ‍ and Jean-Baptiste FUNTEN for contributing insights to this edition. Find the full list of posts and voices on LinkedIn: [