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You spent six figures on a "Unified Namespace" (UNS) and Industry 4.0 transformation, but six months later, you still can’t answer the simple question: "What did we run on Line B yesterday?" In this video, we break down the fictional (but all too real) story of Cappy Hour, Inc.—a beverage bottling operation stuck in "Pilot Purgatory." We analyze exactly how a high-budget integration turned into an expensive screen saver, failing to deliver value due to a lack of operational context and predatory vendor lock-in. Watch how the project was rescued by shifting the philosophy from "buying a product" to "building an architecture." We detail the transition from raw MQTT telemetry to a fully contextualized Manufacturing Execution System (MES). Learn how to reclaim your data, why "context is king," and the three specific use cases—Plant Visibility, In-Process Inventory, and Warehouse Tracking—that delivered a 90-day ROI. Key Topics Covered: The difference between "Industrial Telemetry" and a true Unified Namespace. Red flags of bad system integrators (Vendor lock-in & password gatekeeping). How to add semantic models and context to raw sensor data. Real-world ROI examples: Fixing overfills and unexplained downtime. Chapters 0:00 - The Six-Figure Screen Saver: The Reality of Failed Pilots 0:46 - The Cappy Hour Case Study: Real Problems in a Fictional Plant 1:39 - The "Unified" Lie: Connectivity Without Intelligence 3:21 - Vendor Lock-In Nightmare: No Passwords, No Access, Just Bills 5:00 - The Missing Link: Why Data Without Context is Just Noise 7:22 - The Turnaround: Assessing the Damage with Abelara 8:30 - A New Philosophy: Open Source, Source Control, & Ownership 9:35 - Culture First: Why Operators Named the Vats "Jeff" & "Bob" 11:05 - Use Case #1: Plant Floor Visibility (Solving the "Black Box") 12:49 - Use Case #2: In-Process Inventory & Material Tracking 14:06 - Use Case #3: Warehouse Inventory (The "Birth Certificate" of a Pallet) 15:05 - The ROI: Saving $4,000/Week & Fixing the "Unknown" States 16:14 - Final Takeaways: Architecture, Ownership, and Asking the Right Questions About Abelara: Abelara works with manufacturing leaders to bridge strategy and execution. We help teams deploy modern architectures, unify disconnected systems, and unlock real operational visibility. No jargon, no fluff—just practical solutions built to scale in the real world. ➡️ Learn more: https://abelara.com/ ➡️ Follow us: / abelara Subscribe for insights on digital manufacturing, leadership, and system architecture.