---
id: "action-deploy-sensing-team"
type: "action-item"
source_timestamps: ["§ Optimizing for the Unknown"]
tags: ["organizational-design", "competitive-intelligence"]
related: ["concept-frontier-sensing-systems", "framework-optimizing-unknown"]
speakers: ["Toby E. Stuart"]
action: "Create a full-time team to monitor frontier AI and translate technical progress into strategic implications."
outcome: "Early identification of commoditization threats and technologically enabled opportunities."
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"
---
# Deploy a Frontier AI Sensing Team

**Action:** Establish a **small, dedicated team** whose full-time job is to monitor frontier AI capabilities and **translate technical progress into managerial implications** — identifying which products will be commoditized (see [[question-portfolio-commoditization]]) and which workflows can be unbundled from labor **before the market forces the issue.**

**Outcome:** Early identification of commoditization threats and technologically enabled opportunities.

Pillar 3 of the [[framework-optimizing-unknown|Corporate Optionality Framework]]; operationalizes [[concept-frontier-sensing-systems]]. Maps onto established **technology-scouting / competitive-intelligence / 'Office of AI'** practice.


## Related across articles
- [[action-ask-what-if]]
- [[action-isolate-scenario-planning]]