Inventory doesn't break all at once. It drifts. One store transfer with no receiving confirmation. A return processed to the wrong location. A seasonal movement that never got logged. An adjustment made by someone who isn't there anymore. None of those feel like a big deal in the moment. Six months later the system says 847 units. The warehouse says 612 and nobody knows which locations have what. And every reorder decision, every allocation, every transfer gets made against a number that's been quietly wrong for years. This is how multi-location inventory breaks down. Not from one big mistake, from a hundred small ones that were never reconciled. The count doesn't fix it. A physical count tells you what's there today. It doesn't tell you why the system got it wrong or how to stop it happening again. The fix is upstream.. in the transfer process, the receiving process, the adjustment workflow. The places where the number first starts drifting from reality. What's the oldest unresolved inventory discrepancy sitting in your system right now?

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NetSuite 3PL Integration & Middleware Automation Built an integration flow between NetSuite, middleware, SFTP, and third-party logistics systems to automate order synchronization, inventory updates, fulfillment confirmations, returns, file exchange, and error handling. The solution helped improve data accuracy, monitoring, and communication between systems.