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Thinking on AI strategy, enterprise value, and execution.

Frameworks, data, and perspectives from the Loremex team on the practice of translating AI into durable enterprise outcomes.

Applied AI-to-EV

Case Studies

1 STUDY
Turning AI Ambitions to Enterprise Value (EV) cover
Case Study12-page study

Turning AI Ambitions to Enterprise Value (EV)

A worked example of the AI-to-EV Method for an enterprise SaaS company approaching a sponsor exit.

See how capability distance, AI value pools, implementation feasibility, timing, and valuation impact combine into a practical enterprise-value agenda.

4 ARTICLES
The Time is Now. From Management Consulting to Embedded Intelligence. lead image
Vision6 August 20268 min read

The Time is Now. From Management Consulting to Embedded Intelligence.

A century of consulting evolution led here. AI makes a fundamentally different model possible.

From Taylor's time-and-motion studies to McKinsey's Chicago roots, consulting has always evolved with the moment. We believe AI makes a new model possible — one where expertise is embedded permanently inside the organisation, independent, and continuously compounding.

Laura SmilingyteThought leadership byLaura Smilingyte
Why 90% of Enterprise AI Projects Stall Before Value lead image
Strategy28 July 20266 min read

Why 90% of Enterprise AI Projects Stall Before Value

The execution gap has nothing to do with the model.

Most enterprise AI initiatives fail not because the technology doesn't work, but because the organisation was never structured to absorb the change. Here's what the data shows.

Laura SmilingyteThought leadership byLaura Smilingyte
The AI-to-EV Bridge: A New Language for Board-Level AI Decisions lead image
Frameworks14 July 20265 min read

The AI-to-EV Bridge: A New Language for Board-Level AI Decisions

Why CFOs and CEOs keep asking the wrong question.

The question boards ask — 'what is our AI strategy?' — is the wrong one. The right question is: 'which value pools are within reach, and what is the realistic path to claiming them?'

Laura SmilingyteThought leadership byLaura Smilingyte
Implementation Rate: The Metric Every CDO Should Track lead image
Operations30 June 20264 min read

Implementation Rate: The Metric Every CDO Should Track

You are optimising the wrong number.

Enterprises spend enormous effort optimising model accuracy. They spend almost none optimising implementation rate — the number that actually determines whether the investment compounds.

Laura SmilingyteThought leadership byLaura Smilingyte

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