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AI Strategy

A practical guide to starting with AI as a small business

You don't need a data science team to benefit from AI. Here's a simple way to find your first useful use case.

Cognify Labs Team · 18 September 2026 · 6 min read

Many businesses feel pressure to 'do something with AI' without a clear idea of where to start. The best first step is usually not technical at all: list the repetitive tasks that take your team the most time.

Good first candidates are tasks involving reading, summarising or answering questions from documents — customer FAQs, internal policies, proposals or invoices.

Start with a small, contained pilot, measure whether it saves time, and keep a human in the loop. If it works, expand. If not, you've learned cheaply.

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