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Yova Consulting · Insights

Notes on AI strategy and implementation, written by the engineer who does the work

Plain answers on scope, process, and what to expect from an AI engagement — no gated whitepapers, no invented case studies.

July 10, 2026 · 5 min read

AI strategy vs. implementation: why not both?

Most AI projects don't fail from a bad idea — they fail because the roadmap and the build sit with two different vendors. Here's how to avoid that split.

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