Joined February 2026
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The Manufacturing AI Company is here. The first standalone AI built exclusively for manufacturing. Deployable across any system. Untethered to any product. No one else is building this. No one else has a model trained specifically for this industry. Not a chatbot. Not advice — execution, with human-in-the-loop. That's A1. Available now.
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Our company name wasn't an accident. When @angelostracq founded Apprentice, he believed we were heading toward a future where humans and intelligent machines would work together to create outcomes that neither could achieve alone. That belief has guided everything we've built since.
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Our team will be at the @AutomateShow next week. If you'll be there, let's meet up — we'd love to chat about what we're working on and hear what's on your radar. Find us on the floor and let's talk.
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Humanoid robots are getting a lot of hype — but in GMP manufacturing, the conversation is more nuanced. As we head to the the @AutomateShow next week in Chicago, this topic is front and center. @angelostracq's take? The future of manufacturing is humans tools — not humans replaced by them.
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Will AI take my job? The short answer is no. The threat isn't AI. It's staying manual in a world that's automating. The opportunity? Doubling down on what makes you irreplaceable. @angelostracq dives into how technology amplifies capabilities 👇
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The future of manufacturing AI is event-driven. Thousands of intelligent actions on the shop floor, every day. Agents that navigate systems, message the right people, and interface directly with equipment — all from a single shop floor event. This is how AI moves from a productivity tool for knowledge workers to an operational layer for the factory floor.
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If you're looking for practical insights into how AI is reshaping the future of factory-floor work how you can leverage AI Agents in your operations without implementation struggles, then this episode of @MfgHappyHour with @CWLuecke featuring @angelostracq is for you. 🔗 in comments
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We're on the road headed to Philly 🚗 Where do we stop first - Pat's or Geno's?
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Most companies don't fail because of talent. They fail because no one ever built the foundation. Hear what @angelostracq has learned about building a team and a business that actually lives its mission
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1. Work toward the same mission Your mission should shape how you make decisions — who you hire, what you say no to, how you treat customers. If it only lives on your website, it isn't working.
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Great chat with @CWLuecke @MfgHappyHour
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3. Revisit the mission out loud, often. Connect your work back to the purpose — in team meetings, in tough calls, in the wins. Repetition isn't redundancy. It's clarity.
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2. Protect the culture as you grow. Culture travels down, not up. What leaders tolerate, reward, or ignore becomes the norm. Adding complimentary leadership styles push you toward success.
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Stop trapping your AI in a box. That box will never be big enough 📦 Many manufacturers are running AI point solutions for individual systems — and none of them are talking to each other. That's not intelligence; that's expensive automation with extra steps. So how do you achieve real end-to-end intelligence and connectivity across your manufacturing operations? 👇 @angelostracq chats with @CWLuecke for @MfgHappyHour
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Replying to @angelostracq
@angelostracq dives into Apprentice's A1 Agents - an agent for every role, automating the work you're spending hours on manually with @CWLuecke for @MfgHappyHour
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What happens when anonymous traders start betting billions on whether cancer drugs succeed or fail? The rise of prediction markets in clinical research is creating serious insider trading risks, data security threats, and ethical questions no one is prepared to answer. Check out the latest episode of Industry Insights 🎙️ Link in comments
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Apprentice.io retweeted
General-purpose AI models give general results. On a factory floor, that is a huge problem. Angelo Stracquatanio joins Chris in this bonus episode to talk purpose-built AI for the manufacturing shop floor. Catch it on the website.
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AI is changing manufacturing - smarter throughput optimization, leaner operations, and efficiency gains that were previously out of reach are now on the table. The companies winning right now aren't waiting for the trade environment to stabilize. They're using AI to do more with what they already have.
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