Industrial Causal ML — “Fix before Fail”
All new ideas (and solutions) are either fiction or failure till they are successfulContinue reading on Medium »
All new ideas (and solutions) are either fiction or failure till they are successfulContinue reading on Medium »
Governance around Physical AI is becoming harder as autonomous AI systems move into robots, sensors, and industrial equipment. The issue is not only whether AI agents can complete tasks. It is how their actions are tested, monitored, and stopped when they interact with real-world systems. Industrial robotics already provides a large base for that discussion. […]
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Amsterdam-based startup VNYX has raised more than €1 million in funding to scale its robotics and AI systems designed to automate fashion resale and reduce textile waste. The funding – which includes a mix of strategic investment and government grants …
I manage an industrial waste facility. I never studied data or programming.
But a few years ago, I was drowning in handwritten shift logs…Continue reading on Medium »
The Healey-Driscoll Administration and the Center for Advanced Manufacturing (CAM), a division of the Massachusetts Technology Collaborative (MassTech), has announced $1,849,643 in awards to three Massachusetts manufacturing companies through the Massa…
USE CASEOverall Equipment Effectiveness & Production IntelligenceIn most manufacturing plants…
A tier-two automotive parts supplier processing 3,000 purchase orders per month discovered during a customer audit that it could not trace the approval history for 40% of its procurement transactions from the previous quarter. The orders had been place…
Insider Brief BMW i Ventures announced a new $300 million fund aimed at startups working in artificial intelligence and advanced manufacturing in the automotive industry. The independent corporate venture capital arm of BMW AG said its Fund III marks its largest move yet into AI, particularly what it describes as physical AI and agentic AI […]
As robotics continues to move from controlled environments into more complex, real-world settings, the role of research institutions in shaping the next generation of systems is becoming increasingly significant. One of the organizations operating at t…
Food factories love visible progress. A new robot arm. A cleaner packaging cell. A faster conveyor. A vision system that spots defects before a human operator would even notice them. But a surprising amount of automation performance is decided before a…