---
title: "Redesign Work Before You Add More AI Agents"
url: https://daily.dev/posts/redesign-work-before-you-add-more-ai-agents-4ogmtxgy7
source_url: https://towardsdatascience.com/redesign-work-before-you-add-more-ai-agents
type: article
source: "Towards Data Science"
published: 2026-07-08T16:05:52.687Z
updated: 2026-07-08T16:16:44.053Z
tags: ["ai", "ai-agents", "ai-governance"]
reading_time: 6
upvotes: 0
comments: 0
language: en
---

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# Redesign Work Before You Add More AI Agents

**[Towards Data Science](https://daily.dev/sources/tds)** · 6 min read · 0 upvotes · 0 comments

## Summary

Before deploying more AI agents, organizations must first redesign their workflows. AI creates business value only when it reaches core products and processes, not when it's layered on top of unchanged operations. The key steps are: map where AI creates disproportionate business value (the 10% of initiatives driving 80% of impact), redesign workflows as human-agent systems rather than individual roles, identify AI super users who can act as workflow designers, align executive teams on governance and decision-making, and measure success through full workflow outcomes rather than isolated task metrics. Research from McKinsey, BCG, Microsoft, PwC, and Deloitte all point to the same conclusion: scattered AI tool adoption without workflow redesign produces little measurable return.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://towardsdatascience.com/redesign-work-before-you-add-more-ai-agents>

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

[View this post on daily.dev](https://daily.dev/posts/redesign-work-before-you-add-more-ai-agents-4ogmtxgy7)