Maria McLoughlin Maria McLoughlin

Capability Domains for the Modern Enterprise

Modern enterprises operate ecosystems of platforms, data flows, analytics capabilities and governance structures. Yet many organisational models still reflect assumptions from an earlier era.

This article explores emerging capability domains, the growing complexity of executive accountability, and why titles should follow capability not the other way around.

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Maria McLoughlin Maria McLoughlin

All Hail the Chiefs: What the Explosion of Executive Titles Tells Us About the Modern Enterprise

The growing number of executive technology titles is often seen as a response to increasing specialisation. But what if it is actually a symptom of something deeper? As organisations move from integrated systems to complex ecosystems of platforms, data and AI, many leadership structures are struggling to keep pace. This article explores why the challenge may not be a lack of Chiefs, but a lack of clarity around the capability domains modern enterprises are trying to govern.

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Maria McLoughlin Maria McLoughlin

When Governance Becomes a Technical Job Description

Governance is increasingly being absorbed into technical job descriptions, with organisations expecting engineers and platform teams to solve problems that are fundamentally about authority, accountability, ownership, and decision-making. Modern platforms such as Microsoft Fabric and Microsoft Purview are powerful governance enablers, but they are not governance itself. This article explores why governance is organisational decision infrastructure, not simply a technical capability embedded inside a data platform.

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Maria McLoughlin Maria McLoughlin

From ERP to Platform Ecosystems: How the Enterprise Has Quietly Changed

ERP once promised one system, one database and one version of organisational truth. But most organisations no longer operate that way.

As enterprises move toward ecosystems of specialised platforms, governed data is becoming the stabilising force that connects the modern organisation.

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Maria McLoughlin Maria McLoughlin

AI Is Scaling Faster Than Organisational Capability

Organisations are investing heavily in AI and enterprise systems, expecting technology to deliver better decisions. In practice, many are discovering the real challenge lies elsewhere. This article explores why data ownership, governance, and leadership capability, not tools, determine whether transformation succeeds.

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Maria McLoughlin Maria McLoughlin

AI Is Accelerating. Strategy Isn’t.

Artificial Intelligence is advancing at extraordinary speed, but in many organisations strategy, governance, and leadership capability have not kept pace.


Before asking how to implement AI, leaders must first ask a more important question: what problem are we actually trying to solve?

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Leadership, governance, and decision-making in an increasingly data-driven world.

These articles explore the intersection of data, strategy, and emerging technologies, with a focus on responsible leadership and organisational capability.