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Buying AI

How to evaluate, scope, and pay for AI work. AI-native versus traditional consulting, readiness assessments, forward-deployed engineers, what it costs, and when to build in-house versus bring in a partner.

2–3 weeksto a first live workflow

Buying AI

AI-Native vs. Traditional Consulting: What's Different?

An AI-native consultancy ships working software into your workflows in weeks and stays to run it. A traditional one delivers a plan. When to choose each.

Kevin XieOct 28, 2026 · 6 min read

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