---
id: "action-establish-cross-functional-accountability"
type: "action-item"
source_timestamps: ["§ Inclusion—Not Sentiment—Is the Real Competitive Bottleneck"]
tags: ["org-design", "management"]
related: ["concept-interpretable-brand", "concept-attribute-structure"]
action: "Unify marketing, engineering, and PR to manage the brand's information architecture holistically."
outcome: "Prevents fragmented data from confusing AI models, ensuring consistent retrieval."
speakers: ["John Gale", "Luca Cian", "Luc Wathieu"]
sources: ["geo"]
sourceVaultSlug: "hbr-seg-geo"
originDay: 3
articleStem: "hbr-new-25-get-ai-to-surface-your-brand"
sourceUrl: "https://hbr.org/2026/06/how-to-get-ai-to-surface-your-brand"
sourceTitle: "How to Get AI to Surface Your Brand"
---
# Establish cross-functional accountability for AI discovery

Because AI discovery requires brand messaging (marketing), product specs (engineering/product management), and third-party validation (PR/comms) to align perfectly, **fragmented organizational silos are costly**. Establish a cross-functional team or owner accountable for how the brand is holistically understood and retrieved as a solution by AI systems.

- **Action:** Unify marketing, engineering, and PR to manage the brand's information architecture holistically.
- **Outcome:** Prevents fragmented data from confusing AI models, ensuring consistent retrieval.

This is the organizational enabler of an [[concept-interpretable-brand|interpretable brand]] — it is what makes [[concept-entity-clarity|entity clarity]] and [[concept-attribute-structure|attribute structure]] achievable across the whole information footprint.