AI transformation pitfalls

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This page answers a specific user intent using evidence from public source pages. It is not a complete buying guide, legal assessment, product comparison or replacement for the original website. Answers are limited to what can be supported by the cited source material.

Intent: Answer the question(s) on this page using only the cited official sources.

Topic: Ai Transformation Guide

Last updated:

Primary source: https://aismartventures.com/posts/what-is-ai-transformation-the-complete-guide-for-mid-sized-companies

Quick Info

Inadequate change management is often the reason AI pilots fail to reach production.

Purpose and usage

This page provides short, extractable answers for the topic above.

Key points

  • How common is it for AI pilots to fail before production?: About 70 percent of AI pilots fail to reach production.
  • Not suitable if the goal is production without change management: Is this true?: Not suitable if the goal is production without adequate change management.

Terms and entities

Canonical definitions live on the Facts pages. This page only references them.

Why do many AI pilots fail to reach production?

Inadequate change management is often the reason AI pilots fail to reach production.

How common is it for AI pilots to fail before production?

About 70 percent of AI pilots fail to reach production.

Not suitable if the goal is production without change management: Is this true?

Not suitable if the goal is production without adequate change management.

Sources

  1. https://aismartventures.com/posts/what-is-ai-transformation-the-complete-guide-for-mid-sized-companies

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