---
id: "claim-piecemeal-drain"
type: "claim"
source_timestamps: ["¶1"]
source_url: "https://hbr.org/2026/01/manage-your-ai-investments-like-a-portfolio"
source_title: "Manage Your AI Investments Like a Portfolio"
tags: ["resource-management", "pilot-purgatory"]
related: ["concept-dual-lens-portfolio", "quote-drain-on-resources"]
confidence: "high"
testable: true
speakers: ["Faisal Hoque", "Erik Nelson", "Tom Davenport", "Paul Scade"]
sources: ["spine"]
sourceVaultSlug: "hbr-seg-spine"
originDay: 1
articleStem: "hbr-foci-61-ai-investments-portfolio"
sourceUrl: "https://hbr.org/2026/01/manage-your-ai-investments-like-a-portfolio"
sourceTitle: "Manage Your AI Investments Like a Portfolio"
---
# Uncoordinated AI Pilots Drain Resources

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

Without a systematic way to decide where to start, how fast to move, and when to stop, AI efforts quickly devolve into a drain on corporate attention and resources rather than a source of competitive advantage. The authors note a recurring pattern across companies: isolated, piecemeal deployments that suffer from limited senior-executive buy-in and weak linkage to overarching strategic goals.

This is the problem statement that the [[concept-dual-lens-portfolio]] and the whole portfolio-management discipline are designed to solve. Captured verbatim in [[quote-drain-on-resources]].

**External validation:** Strongly consistent with 'pilot purgatory' findings — BCG research cited in later HBR work found **60% of companies investing in AI generate no material value**, with only **5%** achieving substantial value at scale, attributed to fragmented effort and lack of alignment.


## Related across articles
- [[claim-tactical-spending-cluster]]
- [[claim-individual-gains-insufficient]]
- [[claim-misalignment-causes-failure]]