---
id: "action-manage-saved-time"
type: "action-item"
source_timestamps: ["§ Redesign your organization."]
tags: ["management", "productivity"]
related: ["concept-time-savings-evaporation", "contrarian-time-saved-does-not-equal-dollars", "question-measuring-saved-time"]
action: "Track hours saved by AI at the task level and set explicit expectations for redeploying that time."
outcome: "Prevention of time-savings evaporation, ensuring efficiency gains translate into actual P&L improvements or business growth."
speakers: ["Bharat N. Anand", "Andy Wu"]
source_url: "https://hbr.org/2025/11/the-gen-ai-playbook-for-organizations"
source_title: "The Gen AI Playbook for Organizations"
sources: ["agentic"]
sourceVaultSlug: "hbr-seg-agentic"
originDay: 6
articleStem: "hbr-cl-87-genai-playbook-orgs"
sourceUrl: "https://hbr.org/2025/11/the-gen-ai-playbook-for-organizations"
sourceTitle: "The Gen AI Playbook for Organizations"
---
# Actively manage time saved by Gen AI

**Action.** Track hours saved by AI at the task level and set explicit expectations for redeploying that time.

**Why.** Treat time freed up by gen AI as a **strategic resource**. Work with employees to estimate and track the hours shaved off key tasks, set clear expectations for redeploying those hours toward higher-value work, and tie recognition or incentives to how effectively the saved time is used. This is the direct countermeasure to [[concept-time-savings-evaporation|time-savings evaporation]] and to [[contrarian-time-saved-does-not-equal-dollars|the contrarian point that task-level savings don't automatically hit the P&L]].

**Outcome.** Prevention of time-savings evaporation — efficiency gains actually translate into P&L improvement or growth. **Open tension:** doing this at scale *without* burdensome surveillance or micromanagement remains an [[question-measuring-saved-time|unresolved measurement question]].