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Three Reasons AI Adoption Stalls Halfway
Many companies bring in AI and find a few months later that nobody uses it. The data is scattered, staff don't use it, and there is no developer to fix it. Here is why all three have to be solved together.

Bringing AI to Repetitive Work: Decide Where Each Task Goes
To bring AI into work people repeat every day, first decide for each task whether to use an existing tool, adopt a SaaS product, or build something new. Here is how a company without a dev team sets that order.

Where AI Should Sit Before You Bring It Into a Dev Team
Many dev teams bought AI coding tools, only some people use them, and the speedup comes with doubts about quality. What needs deciding first is where AI sits in the work.

The PHP Flaw in the News: Is Your Company Website Safe?
News of an AI-found PHP flaw keeps coming. Here is what a non-technical business owner can check, and how MVPIT actually protected old sites that have no fix available.

What to Decide in Three Weeks Before Bringing AI Into Your Company
Most companies know they should use AI but haven't decided where to start. Here is what MVPIT's AI Advisory looks at, decides, and leaves behind over three weeks.

A Company That Keeps Building and Running Its Product With AI, Without Developers
A smart fermentation device company now keeps its development and operations going with AI, run by non-developer staff. Here is what was built over two years and what was left behind.
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