Aaron Brown

Smart Factories Summit in Chicago: The Real State of AI on the Factory Floor

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We just wrapped the Smart Factories Summit in Chicago, and if there was one sentence that kept echoing across every conversation, every panel, and every hallway exchange, it was this: manufacturers are sitting on gold they can’t leverage. Alejandro and I spent two days talking with plant managers, quality directors, operations leaders, and a lot …

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AssemblyAI: Real-Time Part Placement Verification for Precision Manufacturing

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In complex assemblies, a misplaced component can mean a failed inspection, a rework loop, or worse — a defect that makes it downstream. Human eyes get tired. Checklists get skipped. In defense and precision manufacturing, the consequences can be severe. We recently shipped AssemblyAI Part Placement Verification to solve exactly this. Anchor-based spatial reasoning AssemblyAI …

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Supercharging Precision Defense Manufacturing: Insights from Florida’s Deep Tech Summit

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This week, our team participated in Florida’s inaugural Deep Tech Venture Summit in Orlando, representing Rapta on the Defense Tech Panel alongside customers, partners from prime contractors, and fellow innovators working to strengthen America’s technological edge. The Manufacturing Challenge The summit reinforced what we know at Rapta: scaling precision manufacturing is absolutely critical to staying …

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Bridging Theory and Practice: New Playbook Simplifies Manufacturing Data Standards

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Michigan Tech, MXD, Rapta AI, and industry partners release comprehensive guide for implementing data standards across the manufacturing lifecycle The manufacturing data standards landscape is vast, complex, and often overwhelming to navigate. While standards like ISA-95, OPC UA, and STEP promise seamless interoperability across machines, control systems, and enterprise platforms, knowing which standards to implement …

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Rapta Delivers World’s Most Advanced Automated Precision Inspection Solution

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The Manual Inspection Bottleneck We’re incredibly proud to announce a transformative milestone: our team has completed and successfully demonstrated for our lead customer what we believe is the world’s most advanced automated precision inspection solution. In precision defense and aerospace manufacturing, quality control is mission-critical. A single microscopic defect can compromise an entire component, leading …

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Rapta Wins Inaugural Medical Device Operations Challenge at AlchemistX Demo Day

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Memphis, TN – November 3 2024 We’re thrilled to announce that Rapta took home top honors at the Inaugural Medical Device Operations Challenge, hosted by AlchemistX in partnership with Epicenter Memphis and the Greater Memphis Medical Device Council (GMMDC) this week. The Challenge The Medical Device Operations Challenge brought together over 40 attendees and industry …

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Rapta Wins Growth Stage Pitch at 2025 Bend Venture Conference

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We’re excited to share that Rapta has been awarded $110,500 in investment at the 2025 Bend Venture Conference, one of the Pacific Northwest’s premier events for entrepreneurship and innovation. The Bend Venture Conference, now in its 22nd year, brought together hundreds of investors, business leaders, and entrepreneurs at the Tower Theatre in downtown Bend on …

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The Hidden Cost of Missing Parts: How AI-Powered Part Verification Protects Your Brand

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Every manufacturer knows the sinking feeling: A major customer calls to report missing components in a shipment. Maybe it’s mounting hardware for an aerospace assembly. Perhaps it’s a critical adapter for medical equipment. Or installation tools for industrial machinery. The immediate cost is clear – rush shipping replacement parts, processing returns, managing complaints. But the …

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5 Critical Cybersecurity Considerations When Operationalizing AI in Manufacturing

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Elite manufacturing organizations are rapidly adopting AI to address workforce shortages, improve quality control, and increase production capacity. However, bringing AI into the factory floor introduces unique cybersecurity challenges that can expose critical operations to unprecedented risks. Here’s what manufacturing leaders need to know to securely operationalize AI while avoiding common pitfalls. 1. Data Sovereignty …

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Five Hard-Won Lessons from Training Hundreds of AI Models for Manufacturing

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We’ve spent years in the trenches of manufacturing floors, training hundreds of AI models across diverse industrial applications. From defense and precision electronics assembly to medical devices and everything in between, each deployment has taught us something new about what it takes to make AI truly work in the real world of manufacturing. Here are …

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