---
id: "claim-leadership-drives-roi"
type: "claim"
source_timestamps: ["¶5"]
tags: ["leadership", "roi", "statistics"]
related: ["concept-ai-shapers", "quote-differentiator-is-leadership", "contrarian-tech-talent-insufficient"]
confidence: "high"
testable: true
speakers: ["Rens van den Broek", "Samantha Hellauer", "Dina Wang"]
source_url: "https://hbr.org/2025/09/what-companies-with-successful-ai-pilots-do-differently"
source_title: "What Companies with Successful AI Pilots Do Differently"
sources: ["execution"]
sourceVaultSlug: "hbr-seg-execution"
originDay: 8
articleStem: "hbr-foci-60-successful-ai-pilots"
sourceUrl: "https://hbr.org/2025/09/what-companies-with-successful-ai-pilots-do-differently"
sourceTitle: "What Companies with Successful AI Pilots Do Differently"
---
# Leadership effectiveness is the single biggest driver of AI ROI

## Claim: Leadership effectiveness is the single biggest driver of AI ROI

In a survey of **53 senior leaders** across Fortune 50 corporations, PE portfolio companies, and nonprofits, **47% ranked leadership effectiveness as the single biggest driver of returns from AI**. This significantly outranked:

- **Workflow integration — 15%**
- **Organizational culture — 11%**
- **Engineering talent — 8%**

- **Confidence:** high
- **Testable:** yes

### Relationship
This is the survey backbone of the thesis and directly supports the elevation of [[concept-ai-shapers]] over pure [[concept-ai-architects|technical architects]] — see also [[contrarian-tech-talent-insufficient]] and the anchoring quote [[quote-differentiator-is-leadership]].

### Enrichment
The **specific 47/15/11/8 split is proprietary** to the HBR/ghSMART study and not externally replicated. However, independent reporting on the MIT study strongly corroborates the **directional claim** that leadership, strategy, and organizational alignment are the primary drivers of AI ROI, outweighing purely technical factors ("the failure is almost never the model"). **Counter-perspective:** some experts caution leadership may be *necessary but not sufficient* — poor data readiness or infrastructure can independently doom even well-led initiatives.


## Related across articles
- [[claim-c-level-sponsorship-necessity]]
- [[concept-inaction-risk-calculation]]
- [[quote-leadership-roi]]