---
id: "claim-ai-not-utility"
type: "claim"
source_timestamps: ["§ The AI Investment Diagnostic"]
tags: ["future-predictions", "technology-lifecycle"]
related: ["concept-ai-commodity-fallacy", "contrarian-ai-as-utility", "concept-local-ai-value", "quote-ai-integration-never-commoditizes"]
confidence: "high"
testable: false
speakers: ["Baba Prasad"]
sources: ["spine"]
sourceVaultSlug: "hbr-seg-spine"
originDay: 1
articleStem: "hbr-edu-47-5-types-ai-investment"
sourceUrl: "https://hbr.org/2026/06/the-5-types-of-ai-investment-and-how-to-capture-their-value"
sourceTitle: "The 5 Types of AI Investment–and How to Capture Their Value"
---
# AI will not become a simple utility like electricity

**Claim.** The author explicitly rejects the common prediction that AI will soon become a standardized utility like electricity or cloud computing. While the underlying AI models or technologies may commoditize, the most valuable applications of AI are *local, contextual, and deeply embedded* in specific institutional fabrics ([[concept-local-ai-value]]). The integration, data ecosystems, and organizational capabilities built around AI will never commoditize — the closing line is [[quote-ai-integration-never-commoditizes]].

This is the forward-looking form of the [[concept-ai-commodity-fallacy]] and is argued at length in [[contrarian-ai-as-utility]]. Confidence: **high**; testable: **no** (a prediction about technology's trajectory).

**Enrichment / external validation.** The thesis is *strongly* supported by adjacent literature — MIT Sloan notes agentic-AI value depends on data standardization, validation, guardrails, and governance, all context-specific. But the article frames the point more absolutely than most experts would: base models, tooling, and some workflow components can commoditize significantly, which can compress differentiation and weaken the "never commoditize" language. The defensible middle: the *integration layer* stays local even as lower layers standardize.


## Related across articles
- [[claim-gen-ai-no-new-advantage]]
- [[concept-equal-opportunity-disrupter]]