Writing
Category: AI Integration
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Automation or AI agent? How to tell which one your business actually needs
A workflow follows a path someone wrote down. An agent decides its own. Most small-business problems want the first — sometimes with one AI step inside it — and five questions tell you which you’re looking at.
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What an AI integration consultant actually does (and five questions to ask before you hire one)
Everyone is an AI consultant now. The real job is connecting models to the systems you already run, with rules about data and a plan for when it’s wrong — and five questions separate the people who do it from the people who demo it.
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AI implementation for small businesses: start with one workflow, not a platform
Nearly nine in ten organizations use AI somewhere; only about a third can point to any effect on the bottom line. The gap is implementation, and it closes one workflow at a time.
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Agentic commerce for Shopify stores: what changed in 2026, and what to do about it
In twelve months, in-chat checkout launched, retreated and relaunched on a different protocol. The part that never changed: the assistant shops from your product data. Here is what a Shopify store should actually do.