---
id: "question-laggard-catchup-viability"
type: "open-question"
source_timestamps: ["¶3", "§ Conclusion"]
tags: ["competitive-dynamics", "strategy"]
related: ["concept-compounding-ai-capabilities", "claim-widening-performance-gap"]
resolutionPath: "Longitudinal studies tracking the performance trajectory of specific laggard companies that adopt the 'four pillars' to see if they can close the 3.8x gap, or merely prevent it from widening further."
source_url: "https://hbr.org/2025/01/what-companies-succeeding-with-ai-do-differently"
source_title: "What Companies Succeeding with AI Do Differently"
sources: ["execution"]
sourceVaultSlug: "hbr-seg-execution"
originDay: 8
articleStem: "hbr-cl-89-companies-succeeding-with-ai"
sourceUrl: "https://hbr.org/2025/01/what-companies-succeeding-with-ai-do-differently"
sourceTitle: "What Companies Succeeding with AI Do Differently"
---
# Can laggards actually catch up given the compounding advantage of leaders?

**Open question:** Can laggards realistically catch up given leaders' compounding advantage?

**The tension:** The authors call catching up a **'distinct possibility'** because AI tools have become more accessible and barriers to entry are lower. Yet they also document a **compounding effect** ([[concept-compounding-ai-capabilities]]) that widened leaders' advantage from **2.7x to 3.8x** ([[claim-widening-performance-gap]]). Are lowered barriers enough to overcome a compounding mathematical advantage already secured by early adopters?

**Resolution path:** Longitudinal studies tracking specific laggard firms that adopt [[framework-four-pillars-of-ai-success|the four pillars]] to see whether they close the 3.8x gap or merely stop it widening.

**Enrichment angle:** MIT's "GenAI Divide" (95% of pilots failing) implies the gap is **not mathematically irreversible** — a focused laggard executing well on partnerships and workflow redesign could leapfrog many nominal "leaders" on *realized* value. Execution quality, not just timing, alters trajectories.


## Related across articles
- [[claim-95-percent-failure]]
- [[concept-inaction-risk-calculation]]
- [[claim-widening-performance-gap]]