---
id: "claim-redesign-over-deployment"
type: "claim"
source_timestamps: ["§ Redesign."]
tags: ["operations", "roi"]
related: ["concept-workflow-redesign", "entity-bcg", "framework-aware"]
confidence: "high"
testable: true
speakers: ["Erik Hermann", "Stefano Puntoni", "Carey K. Morewedge"]
sources: ["adoption"]
sourceVaultSlug: "hbr-seg-adoption"
originDay: 9
articleStem: "hbr-sig-52-genai-threatening-to-workers"
sourceUrl: "https://hbr.org/2026/03/why-gen-ai-feels-so-threatening-to-workers"
sourceTitle: "Why Gen AI Feels So Threatening to Workers"
---
# Workflow Redesign Is Vastly Superior to Plug-and-Play Tool Deployment

According to [[entity-bcg-d52|BCG]] data, companies that focus on **end-to-end [[concept-workflow-redesign]]** rather than simply deploying libraries of Gen AI tools with preset prompts achieve significantly better outcomes.

These organizations report higher levels of:
- **training effectiveness**
- **leadership support**
- **time savings**
- **overall worker engagement with AI**

Redesigning workflows ensures AI **augments** human work rather than eroding its meaning — the Redesign step of [[framework-aware]] and the practice in [[action-redesign-workflows]].

**Confidence: HIGH.** Enrichment: BCG explicitly advises firms to 'invest in your people to reshape workflows and unlock AI's value,' and BCG/McKinsey both stress that the biggest gains come from redesigning processes, not adding tools. Employees who receive enough training, leadership support, and purpose-driven workflow changes report higher regular usage, more time savings, and better satisfaction. The directional claim is well supported; 'vastly superior' is qualitative emphasis, not a published effect size.