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AI is only useful when it solves a real problem. At Canvas 69 we start every AI engagement with a simple question: what specific, measurable task should this make faster or better?
Start with the workflow, not the model
The best AI features are invisible — they remove a step, summarize a mess, or answer a question before it is asked. We map the workflow first, then choose the tooling.