Fresh stories & insights
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What Is Valak.ai? Inside the Agentic AI Layer Bringing Natural Language to the Plant Floor
Why a new category of industrial AI—one that talks to your HMI, SCADA, and historian…
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When Digital Twins Learn to Act: The Human-Centered Convergence of Agentic AI and the Twin
Digital twins have matured from static replicas into rich, operational models. Agentic AI—systems that perceive,…
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From the Control Room to the Boardroom: How to Build the Business Case for Agentic AI on Your Plant Floor
The conversation always starts the same way. An operator or engineer discovers Valak or reads…
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OT Cybersecurity and Agentic AI: Why Read-Only Architecture Is the Most Important Safety Decision in Industrial AI
Quick answer: If you are bringing agentic AI to a plant, refinery, water utility, or…
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The Compliance Clock Is Ticking: How Pharma SCADA Data Integrity Meets 21 CFR Part 11, EU GMP Annex 11, and the Age of AI
There is a particular kind of organizational anxiety that settles over a pharmaceutical plant the…
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Valak vs. AspenTech: Why Process Industry AI Needs a Different Architecture
AspenTech — now fully part of Emerson — is one of the most capable industrial…
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How Water and Wastewater Utilities Are Using Agentic AI to Close the Operator Knowledge Gap
Water utilities are facing a perfect storm: half their operators are nearing retirement, cybersecurity regulators…
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Voice Query for SCADA: Why Talking to Your Plant Data Is Not a Gimmick — It Is the Most Important Interface Shift in Industrial History
Every major interface revolution in the history of computing made the same move: it removed…
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Why Lossless Data Fidelity Is the Most Important Feature Nobody Is Talking About in Industrial AI
Every industrial AI tool promises better answers from your plant data. Almost none of them…
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The OPC UA Moment: How the April 2026 Standards Announcement Changes Industrial AI Forever
On April 20, 2026, the organization that governs the dominant industrial data protocol announced it…
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Valak vs. Ignition: When a World-Class SCADA Platform’s AI Roadmap Is Not Enough Right Now
Ignition by Inductive Automation is one of the most widely deployed and genuinely well-loved SCADA…
Bring agentic AI to your plant floor
Valak is the Sasquatch Labs Industrial Series: an agentic, read-only OPC-UA layer with patent-pending lossless capture. See how it turns your existing SCADA and historian data into something an agent can reason over.