---
title: "Enterprise AI’s Last Mile: Scaling ROI with Governed Apps"
url: https://daily.dev/posts/enterprise-ai-s-last-mile-scaling-roi-with-governed-apps-uvolcvbpa
source_url: https://domino.ai/blog/enterprise-ai-last-mile-problem
type: article
source: "Domino Data Lab"
published: 2026-06-23T17:21:26.700Z
updated: 2026-06-23T17:44:53.815Z
tags: ["ai", "mlops", "agentic-ai", "ai-governance"]
reading_time: 5
upvotes: 0
comments: 0
language: en
---

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# Enterprise AI’s Last Mile: Scaling ROI with Governed Apps

**[Domino Data Lab](https://daily.dev/sources/ddl)** · 5 min read · 0 upvotes · 0 comments

## Summary

Enterprise organizations are struggling to move AI projects beyond the proof-of-concept stage into scalable, production-ready systems. The core problem is that AI adoption is outpacing governance, with only 21% of companies having operationalized the foundations needed to scale safely. The proposed solution is building AI-driven applications with governance baked in by design rather than added as an afterthought. BARC research supports this: organizations with company-wide governed data products are far more likely to have three or more AI projects in production (85% vs. 25%). A practical framework is outlined covering seamless application development, integrated governance with automated monitoring, and a shift from experimental pilots to product-oriented AI development.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://domino.ai/blog/enterprise-ai-last-mile-problem>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#mlops](https://daily.dev/tags/mlops), [#agentic-ai](https://daily.dev/tags/agentic-ai), [#ai-governance](https://daily.dev/tags/ai-governance)

[View this post on daily.dev](https://daily.dev/posts/enterprise-ai-s-last-mile-scaling-roi-with-governed-apps-uvolcvbpa)