What Your AI Development Company Isn't Telling You About Agentic Workflows

Picture this: you've just signed a six-figure contract with an AI development company. The was polished autonomous agents coordinating tasks, multi-step reasoning, seamless tool integrations. The deck said "production-ready agentic workflows." Three months later, you have a chatbot with a loop and a very long Slack thread. This isn't a horror story invented for dramatic effect. It's a pattern repeating itself at companies from seed-stage startups to Fortune 500 enterprises.