The fact that these startups raised a combined $17.5B before shutting down says a lot. Capital alone clearly was not the solution.
@fogoros
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Automating Document Processing Reduces Manual Review Bottlenecks
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#sponsored by Adlib Software. Human review does not scale, yet many teams still rely on manual intervention to fix document exceptions. This creates backlogs and reduces confidence in digital twin applications. Discover how to automate the transformation of raw documents into… pic.twitter.com/B9oSYtLtjX
— Lucian Fogoros (@fogoros) 12 mars 2026#sponsored by Adlib Software. Human review does not scale, yet many teams still rely on manual intervention to fix document exceptions. This creates backlogs and reduces confidence in digital twin applications. Discover how to automate the transformation of raw documents into
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Jabil’s Dual-Lens Approach to AI ROI: Financial and Human Value
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Most companies fail at AI ROI because they only use one lens. Jabil evaluates success through two: the tangible financial impact and the intangible human value. If you are only counting dollars and cents, you are missing the massive ROI of a more engaged, higher-value workforce.… pic.twitter.com/2vZq9Ee464
— Lucian Fogoros (@fogoros) 12 mars 2026Most companies fail at AI ROI because they only use one lens. Jabil evaluates success through two: the tangible financial impact and the intangible human value. If you are only counting dollars and cents, you are missing the massive ROI of a more engaged, higher-value workforce.
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Mechanics and Software Integration: The Real Industrial Challenge
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Most people think we can code our way out of any industrial challenge. #sponsored by Siemens.
— Lucian Fogoros (@fogoros) 12 mars 2026
But here is the truth: If the mechanics don't fit, the software is stuck.
Rainer Brehm of @Siemens breaks down why the "interaction" between the physical and digital worlds is the true… pic.twitter.com/nMmAUnZy6GMost people think we can code our way out of any industrial challenge. #sponsored by Siemens.
But here is the truth: If the mechanics don't fit, the software is stuck.
Rainer Brehm of @Siemens breaks down why the "interaction" between the physical and digital worlds is the true -
Augmented Data Drives AI Pattern Recognition in Modern Manufacturing
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Modern manufacturing involves a complex web of overlapping processes. Augmented data provides the necessary clues to navigate this landscape. It allows AI models to distinguish between noise and meaningful patterns, making it a critical differentiator for any facility pursuing… pic.twitter.com/YySnfdjd8D
— Lucian Fogoros (@fogoros) 22 février 2026Modern manufacturing involves a complex web of overlapping processes. Augmented data provides the necessary clues to navigate this landscape. It allows AI models to distinguish between noise and meaningful patterns, making it a critical differentiator for any facility pursuing
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Software-Defined Factories: AI Operating System for Industrial Optimization
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Industrial AI requires a software-defined foundation to move beyond pilot projects. A software-defined factory provides the real-time data and remote execution layers needed for AI to optimize production. This is the operating system for the future of industry. #sponsored… pic.twitter.com/xsgaorSrrO
— Lucian Fogoros (@fogoros) 22 février 2026Industrial AI requires a software-defined foundation to move beyond pilot projects. A software-defined factory provides the real-time data and remote execution layers needed for AI to optimize production. This is the operating system for the future of industry. #sponsored
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IIoT and AI Extend Grid Capacity Analysis
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Phaseshift will join us for IIoT World Energy Day to discuss "Extending Grid Capacity with IIoT and AI." Learn how to bridge the gap between asset performance and high-level risk analysis. Will you be joining us in the cloud on March 19? Link to the agenda and registration is in
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TDK SensEI Brings Edge AI to Energy Infrastructure
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We’re happy to have TDK SensEI supporting IIoT World Energy Day 2026 as a sponsor.
They’re bringing a practical look at energy infrastructure to the event. CPO Sundeep Ahluwalia will be breaking down how moving AI to the edge helps operators anticipate equipment failure and keep -
AI’s True Value Supporting Human Dignity and Prosperity
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Success in AI and any technology is achieved when it makes civilization better. Civilization is built on individuals who pursue happiness and prosperity with a sense of dignity. AI’s true value is found in its ability to support these fundamental human pursuits. Loved to follow… pic.twitter.com/ex2id8mG8u
— Lucian Fogoros (@fogoros) 21 février 2026Success in AI and any technology is achieved when it makes civilization better. Civilization is built on individuals who pursue happiness and prosperity with a sense of dignity. AI’s true value is found in its ability to support these fundamental human pursuits. Loved to follow
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Encoding Context at Data Source for AI Effectiveness
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For AI to be effective, context must be encoded as far "left", or as close to the source, as possible. When you define data models at the edge using tools like MQTT and Sparkplug, you ensure that every downstream system, including AI agents, understands exactly what that data… pic.twitter.com/irUbXI2DKk
— Lucian Fogoros (@fogoros) 21 février 2026For AI to be effective, context must be encoded as far "left", or as close to the source, as possible. When you define data models at the edge using tools like MQTT and Sparkplug, you ensure that every downstream system, including AI agents, understands exactly what that data