---
id: "action-stage-gate-capital"
type: "action-item"
source_timestamps: ["§ Optimizing for the Unknown"]
tags: ["finance", "capital-allocation"]
related: ["concept-optionality", "framework-optimizing-unknown"]
speakers: ["Toby E. Stuart"]
action: "Replace multi-year capital commitments with stage-gated investments and zero-based budgeting."
outcome: "Preserves capital maneuverability and prevents massive losses on obsolete long-term CapEx."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-foci-72-future-ai-fog"
sourceUrl: "https://hbr.org/2026/04/the-future-is-shrouded-in-an-ai-fog"
sourceTitle: "The Future Is Shrouded in an AI Fog"
---
# Shift to Stage-Gated Capital Allocation

**Action:** Abandon 10-year ROIC/IRR models and multi-year capital commitments. Adopt **venture-capital logic**: make the *smallest possible commitment that buys information and the right (but not the obligation) to follow on with more capital* (see [[quote-vc-logic]]). Pair with **zero-based budgeting** to remove allocation inertia.

**Outcome:** Preserves capital maneuverability and prevents massive losses on obsolete long-term CapEx (cf. [[claim-capex-obsolescence]]'s $30M CNC line).

Pillar 1 of the [[framework-optimizing-unknown|Corporate Optionality Framework]]; grounded in [[prereq-real-options]] and the [[concept-optionality]] imperative. **Caveat:** capital-intensive sectors (energy, transport, infrastructure) with long asset lifetimes must still plan on long horizons — combine stage-gating with adaptive 'Living Plans' rather than abandon long-term commitment ([[contrarian-corporate-planning]]).