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Notes from building micro automations for real teams — where AI helps, where it does not, and how to design around actual workflow friction.
Adopting AI doesn't start with a transformation budget. It starts with the chatbot you already use—and then asking which of your tasks shouldn't exist anymore. A practical three-step path from ChatGPT habits to embedded automation.
Read articleUploading files to ChatGPT works for quick tasks, but it's fundamentally broken for company operations. Here's why a custom Retrieval-Augmented Generation (RAG) system is the only way to build a reliable internal knowledge base.
Read articleWe say no to 80% of the AI requests we receive. Not because we can't build them. Because you shouldn't. The AI industrial complex has convinced companies that intelligence is something you buy, not something you build deliberately.
Read articleWe build custom micro-tools using rule-based automation, AI, or both — whatever the problem requires. We don't sell AI for the sake of AI. We look at your actual bottleneck—the specific step where work stalls, costs pile up, or people get frustrated.
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