Thinking on operational software, AI systems, and the craft of building complex products.

Manufacturers routinely lose 15-20% margin between quoting and fulfillment. The problem isn't pricing - it's visibility.
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Why 40% of AI projects fail in manufacturing. The AI readiness gap: spreadsheets, disconnected data, and why you need custom operational software before agentic AI.
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Every system you bolt on adds a hidden cost. Here's how the gaps between your ERP, spreadsheets, and point solutions are bleeding margin - and what to do about it.
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Why ERP implementations fail manufacturers: the dump truck problem, spreadsheet workarounds, and the $1T digital transformation waste. How custom operational software (Laravel/Vue.js) delivers ROI.
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The biggest drain on manufacturing operations isn't a bad ERP or clunky spreadsheet. It's the gaps between systems that don't talk to each other.
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Forget the robots. AI in your operation looks like a quoting engine that remembers every job you've ever run, a dashboard that tells you where margin is leaking, and a floor that finally talks back. Here's a walk through what changes.
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Discover how ERP extensions are evolving into SaaS products for manufacturers. Learn the signs your internal tools could become commercial offerings.
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Learn how to enhance flexibility in your manufacturing operations by replacing spreadsheets with custom software. Real-world examples show the impact on efficiency and productivity.
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When plants perform for leadership visits and audits, the data your systems collect reflects theater, not reality. Here's how to build systems grounded in actual workflows.
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Your spreadsheets started as temporary fixes. Now they're the system. Here's what happens when workarounds become permanent, and how to fix it without ripping everything out.
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Learn why upgrading your manufacturing machines didn't solve operational bottlenecks. Discover how closing the communication gap can unlock true efficiency.
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A practical product management guide for entrepreneurs who are also the PM — how to triage features, run user interviews on zero budget, and know when to hire your first real PM.
Read article →Ideas are only as good as the system that runs them.
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