---
id: "action-embed-core-operations"
type: "action-item"
source_timestamps: ["§ How Leaders Can Capture Value"]
source_url: "https://hbr.org/2025/10/is-ai-a-boom-or-a-bubble"
source_title: "Is AI a Boom or a Bubble?"
tags: ["strategy", "operations", "enterprise-ai"]
related: ["framework-durable-value-capture", "entity-walmart", "quote-core-advantage"]
speakers: ["Paulo Carvão"]
action: "Deploy AI specifically into operational workflows that reinforce core competitive advantages."
outcome: "Durable ROI and measurable improvements in efficiency or customer experience."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-foci-74-ai-boom-or-bubble"
sourceUrl: "https://hbr.org/2025/10/is-ai-a-boom-or-a-bubble"
sourceTitle: "Is AI a Boom or a Bubble?"
---
# Embed AI in High-Value Workflows

**Action:** Deploy AI specifically into operational workflows that reinforce core competitive advantages.
**Expected outcome:** Durable ROI and measurable improvements in efficiency or customer experience.

Rather than spreading investments across every new AI trend or using AI as a superficial 'quick fix', leaders must make **focused bets** on high-value domains and embed AI directly into operational workflows — as [[entity-walmart-d2|Walmart]] did with inventory bots (35% less excess stock, 15% higher accuracy). This is step 3 of [[framework-durable-value-capture|the Durable Value Capture Strategy]] and the operational form of the maxim [[quote-core-advantage|"embed AI where it reinforces core advantage"]].


## Related across articles
- [[framework-question-first-ai]]
- [[action-identify-pilots]]