# The Reality of Implementing AI in Corporate Environments

DevFeed: [The Reality of Implementing AI in Corporate Environments](<https://devfeed.tech/articles/unicorns-and-rainbows-the-reality-of-implementing-ai-in-a-corporate-28612.md>)

Original publisher: [Read original article](<https://www.marvelousmlops.io/p/unicorn-and-rainbows-the-reality>)

Author: Maria Vechtomova

Published: 2025-02-05T13:25:27Z

Content type: opinion

Language: en

Sources: [MarvelousMLOps](<https://devfeed.tech/sources/marvelousmlops.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [implementation](<https://devfeed.tech/topics/implementation.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [business](<https://devfeed.tech/tags/business.md>), [business-value](<https://devfeed.tech/tags/business-value.md>), [news](<https://devfeed.tech/tags/news.md>), [technical](<https://devfeed.tech/tags/technical.md>), [technology](<https://devfeed.tech/tags/technology.md>)

## AI overview

This opinion article examines the gap between AI hype and the practical realities of implementing AI in enterprise environments. It discusses technical debt, regulatory burdens, knowledge gaps, herd effects, and the challenge of converting AI advances into business value.

## Source excerpt

The AI Bubble: Hype, herd mentality, and harsh realities