AI / ML

AI for Insurance Agents and the Age of Oversight

Everyone promised that AI would simplify insurance work. Instead, it multiplied the rules, reviews, and rituals needed to keep trust intact. This is what really changed inside the industry.

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Building AI Powered Video Generation Workflow in n8n

The Shorts Video Factory A global eCommerce brand wanted to compress the time between “new product” and “believable ad.” We wondered if a workflow engine could handle that job, if software could take a product image, imagine a believable context, and return a usable short video that promotes a product / service using POV or Faceless […]

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A Field Guide To Operating AI Automations with n8n

Before You Build, Learn to Observe Building an automation that uses AI is easy. Operating one is not. For past 1 year we watched real n8n workflows grow from promising demos into temperamental systems. Some aged well; most developed aches. The difference was never the cleverness of a prompt or a brand of model. It […]

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