WHere AI MEETS
Semiconductors
The future of the semiconductor lab
Eliminate the friction from your work flows.
The semiconductor lab hasn’t evolved in decades.
Million-pound tools that can’t talk to each other.
Data trapped in black boxes.
Operators forced to rely on instinct over insight.
Progress slowed by trial-and-error, inefficiency, and avoidable waste.
No more, join us.
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AI Process control does not just improve your work, it changes how you work
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Posts
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2025 retrospective
As the year draws to an end, I would like to take a moment to pause, take it all in, and express my sincere gratitude. Thank you for believing in us — especially when we appeared to come out of the blue. Thank you for every like, comment, and share, and also to those who…
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Press release
Bizmuth MBE Secures Innovate UK Grant to Build the First AI-Native Operating System for Semiconductor Labs The semiconductor lab hasn’t evolved in decades. Behind every new chip lies the same struggle: million-pound machines that can’t communicate, operators relying on instinct, and data that vanishes into black boxes. Innovation moves at the speed of trial and…
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The Software Silo Problem: Why OEMs Shouldn’t Build Software (At Least Not Like This)
Walk into any lab built in the last 30 years and you’ll find it.Legacy software.Often built on a 1990s codebase.Running on a fragile Windows XP machine in the corner.No REST API. No modularity. No way out. And somehow, it still works.Barely. 🧱 The Problem Isn’t That It’s Old—It’s That It’s Closed Software without an API…
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AI for Semiconductor Research | Issue #1
Igniting Discovery at the Intersection of Atoms and Algorithms Welcome, trailblazers.This is the first of many monthly explorations into how AI is transforming semiconductor research — not from afar, but deep in the lab trenches. Whether you’re tuning MBE growth parameters, modeling defect dynamics, or hacking together an AI pipeline at 2 a.m., you’re part…
Bizmuth 