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5 articles

From Sandbox to Standard: Governing Subsidiary AI Without Stifling It

From Sandbox to Standard: Governing Subsidiary AI Without Stifling It

Subsidiary-led AI experimentation is already underway in many UK groups, often before central teams have agreed the rules. This article sets out a group-level approval framework that separates policy from initiative, covers data classification, procurement, model risk, human sign-off and board reporting, and gives local teams room to move within clear boundaries.

Several Shopfronts, One Balance Sheet: Making the Group Narrative a Governance Instrument

Several Shopfronts, One Balance Sheet: Making the Group Narrative a Governance Instrument

UK groups rarely set out to present themselves inconsistently, yet subsidiary brands, investor messaging and employer propositions drift apart almost by default. This piece argues that a coherent group narrative is now a control rather than a marketing luxury, and sets out how boards can map brand roles, decision rights and stakeholder evidence across the structure.