Validating Ideas Before Development: Avoiding Expensive Mistakes

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Some context: (You can skip this piece :)) I come from outsourcing, where projects run on fixed budgets. And, of course, to win the project, you slash your margins to the bone—leaving zero time (and money) for experimenting. Once the contract is signed, it’s straight into development, no real validation of ideas. Now, if you […]

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The Realities of AI in Business: Lessons Learned from AI integration

AI, Business, Product, Project / / Leave a Comment

AI-powered automation has been a game changer in many industries, and I recently had the opportunity to integrate AI-driven email classification and entity creation into an ERP system. The goal? To automatically process orders, invoices, and other structured data from various email formats (EML, MSG, PDFs) and correctly map them into our internal system. It

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