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

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.
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Discover the key differences between traditional AI and agentic systems for startups. Learn which approach fits your business goals, budget, and growth plans in 2025.
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Beginner-friendly guide to agentic AI systems and practical AI augmentation for real business impact in 2025.
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The FTC has launched an aggressive crackdown on misleading AI marketing with Operation AI Comply. Learn what this regulatory shift means for digital product teams, how to avoid compliance issues, and why transparent AI development is now mandatory.
Read article →Ideas are only as good as the system that runs them.
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