---
id: "claim-tactical-spending-cluster"
type: "claim"
source_timestamps: ["§ The AI Investment Diagnostic"]
tags: ["corporate-spending", "misallocation"]
related: ["concept-competitive-parity-investment", "concept-option-value-investment", "framework-ai-investment-diagnostic"]
confidence: "medium"
testable: true
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"
---
# Over 70% of corporate AI spending is tactical and poorly evaluated

**Claim.** Based on the author's advisory work with Fortune 500 executive teams, at most companies **70% or more of AI spending clusters at the tactical end** of the spectrum — [[concept-competitive-parity-investment|Competitive Parity]] and [[concept-option-value-investment|Option Value]]. Because these tactical investments are incorrectly evaluated with standard ROI metrics, their cost-benefit analyses inevitably look disappointing, while the strategic types (3, 4, 5) remain underfunded.

This diagnosis is the motivation for the realignment step in [[framework-ai-investment-diagnostic]]. Confidence: **medium** (based on the author's own advisory experience, not a published dataset); testable: **yes** with portfolio audits.

**Enrichment note.** Real portfolios are often *hybrid* — initiatives that begin as parity or learning projects later evolve into unique-integration or flywheel systems — so the tactical-vs-strategic split is a lens, not a hard partition.


## Related across articles
- [[claim-piecemeal-drain]]
- [[claim-individual-gains-insufficient]]