---
id: "claim-gen-ai-decentralizes-innovation"
type: "claim"
source_timestamps: ["§ Three Guiding Principles", "§ Lessons for Other Companies"]
tags: ["innovation", "organizational-behavior"]
related: ["concept-decentralized-innovation-at-scale"]
confidence: "high"
testable: true
speakers: ["Toby E. Stuart"]
sources: ["execution"]
sourceVaultSlug: "hbr-seg-execution"
originDay: 8
articleStem: "hbr-cl-93-legacy-financial-all-in-genai"
sourceUrl: "https://hbr.org/2025/03/how-a-legacy-financial-institution-went-all-in-on-gen-ai"
sourceTitle: "How a Legacy Financial Institution Went All In on Gen AI"
---
# Gen AI Shifts Innovation from Centralized R&D to the Broader Workforce

## Claim: Gen AI Shifts Innovation from Centralized R&D to the Broader Workforce

> **Confidence:** high · **Testable:** yes

If accompanied by **organization-wide enablement**, Gen AI radically changes the locus of innovation — from centralized, dedicated groups with large budgets to **bottom-up experimentation at scale** across the entire employee base.

### Basis & links
- The concept: [[concept-decentralized-innovation-at-scale]].
- Operationalized via [[framework-moodys-guiding-principles]] and [[action-deploy-gen-ai-company-wide]].

### Verification (enrichment)
The '14,000 innovators' framing is **consistent with Moody's public AI materials and Microsoft collaboration messaging**, which emphasize broad employee enablement and internal productivity tools rather than a single centralized AI lab. Testable via measures of where use cases originate and how many reach production.