THE AI FIX FOR PRIVATE EQUITY

A New Playbook For Value Creation
From Due Diligence To Exit

A New Playbook For Value Creation From Due Diligence To Exit

Unlock AI's Potential in Private Equity

"The AI Fix for Private Equity" is the definitive guide for fund managers, operating partners, and portfolio company executives aiming to harness artificial intelligence for superior returns. This book provides a comprehensive, actionable roadmap for integrating AI across the entire investment lifecycle.

From pre-deal due diligence and 100-day planning to long-term value creation and preparing for a profitable exit, we demystify AI and provide practical frameworks. Learn how to identify credible AI opportunities, avoid common pitfalls, and build a data-driven culture that accelerates growth and maximizes enterprise value.

What Readers are Saying

What Readers are Saying

We all seem to be stumbling around the topic of how AI can connect with broader value creation themes in portfolio companies. The AI Fix for PE is the first book length examination of how to make that happen in reality, studded with examples from the authors’ experiences and, crucially, an explanation of the organisational requirements to ensure that concrete benefits are delivered. That makes it invaluable reading.

Dr Mike Hicks, CEO of Catalysis Advisory and author of Assessing and Strengthening, Teams and Organisations: A Handbook for Mid-Market Investors

Impressive work! And very interesting that it can be understood and applied also by people who are not very proficient in the tech space.

M.A. Private Equity Partner

This book is much more than just a discussion about AI, you’ll find yourself smiling and reflecting throughout. The leadership lessons and management tactics shared are both fascinating and highly applicable across a wide range of organisational settings, including the multinational company environment that I am familiar with.

Huiming Chen, Regional CFO of a public listed BioTech company

"Impressive Work!"

"Impressive Work!"

Meet The Authors

The minds behind "The AI Fix for Private Equity".

The minds behind "The AI Fix for Private Equity".

Mark Rogerson and Gary Pearson both served as commissioned officers and air traffic controllers in the Royal Air Force. Their early careers were forged under pressure, managing complex, high-stakes environments where timing, clarity, and systems thinking weren’t optional.


That shared foundation, part discipline, part decision science, shaped how they lead, think, and operate. After leaving the service, both went on to successful careers in technology, private equity, and executive leadership, applying the same operational rigor to boardrooms, turnarounds, and strategic transformations. Together, they bring decades of experience helping organizations move faster, think smarter, and build systems that don’t just work, but compete.

Mark Rogerson and Gary Pearson both served as commissioned officers and air traffic controllers in the Royal Air Force. Their early careers were forged under pressure, managing complex, high-stakes environments where timing, clarity, and systems thinking weren’t optional.


That shared foundation, part discipline, part decision science, shaped how they lead, think, and operate. After leaving the service, both went on to successful careers in technology, private equity, and executive leadership, applying the same operational rigor to boardrooms, turnarounds, and strategic transformations. Together, they bring decades of experience helping organizations move faster, think smarter, and build systems that don’t just work, but compete.

Mark Rogerson Headshot

Mark Rogerson, MBE MBA MA

Mark Rogerson, MBE MBA MA

PE Portfolio Chair, Operating Partner

Mark, spent over 20 years in the Royal Air Force before commencing a private sector career which spanned UK-based international corporates, including Serco Plc, Costain Plc and Speedy Hire Plc.

In 2015, he commenced his private equity journey as an operating partner at a UK mid-market PE Firm.

Subsequently, Mark has become a leading mid-market PE-backed Software, Technology and Business Services Chair with an exceptional track record of building and leading complex businesses. He has held 12 PE roles as Chair/Exec Chair (9 exited) and his assets have created over £1.3Bn of Enterprise Value for investors and his management teams.

Gary M Pearson Headshot

Gary M Pearson, MBA

CEO, Founder, Strategist

Gary is a seasoned technology CEO, board director, and former Royal Air Force officer who made the improbable leap from marine navigation to air traffic control, and from software tester to public company CEO, sometimes by design, often by sheer refusal to stay in his lane.


With over 25 years in the software and technology trenches, Gary has led turnarounds and driven growth in global markets. As CEO and COO of an ASX-listed technology company, he orchestrated a 317% EBITDA improvement, transitioned the business to a high-margin recurring revenue model, and triggered an 1100% market cap increase.

Gary is a seasoned technology CEO, board director, and former Royal Air Force officer who made the improbable leap from marine navigation to air traffic control, and from software tester to public company CEO, sometimes by design, often by sheer refusal to stay in his lane.


With over 25 years in the software and technology trenches, Gary has led turnarounds and driven growth in global markets. As CEO and COO of an ASX-listed technology company, he orchestrated a 317% EBITDA improvement, transitioned the business to a high-margin recurring revenue model, and triggered an 1100% market cap increase.


Gary is a tech startup founder, consultant, and strategist with deep domain knowledge in artificial intelligence, especially where it intersects with systems thinking, decision velocity, and organizational leverage. He is a strong advocate for rethinking strategy in the age of AI, not as a static plan, but as a dynamic system designed to learn, adapt, and deliver differentiated value at speed. His work helps boards and CEOs avoid cosmetic AI experiments and instead build core systems that can actually scale and compete.


He currently consults through NewThistle Consulting, guiding tech businesses on how to embed intelligent systems into the fabric of their operations. He is the author of The Accidental Strategist, which introduced the ReSCUED framework, a battle-tested approach to strategic value creation inspired by the precision and pressure of air traffic control.


Gary holds an MBA from Nottingham Trent University and has completed extensive executive education in AI, finance, governance, and systems design. He splits his time between advising, writing about strategy in an AI-native world, and calling out LinkedIn leadership platitudes with a raised eyebrow and a dry wit.

Gary is a seasoned technology CEO, board director, and former Royal Air Force officer who made the improbable leap from marine navigation to air traffic control, and from software tester to public company CEO, sometimes by design, often by sheer refusal to stay in his lane.


With over 25 years in the software and technology trenches, Gary has led turnarounds and driven growth in global markets. As CEO and COO of an ASX-listed technology company, he orchestrated a 317% EBITDA improvement, transitioned the business to a high-margin recurring revenue model, and triggered an 1100% market cap increase.


Gary is a tech startup founder, consultant, and strategist with deep domain knowledge in artificial intelligence, especially where it intersects with systems thinking, decision velocity, and organizational leverage. He is a strong advocate for rethinking strategy in the age of AI, not as a static plan, but as a dynamic system designed to learn, adapt, and deliver differentiated value at speed. His work helps boards and CEOs avoid cosmetic AI experiments and instead build core systems that can actually scale and compete.


He currently consults through NewThistle Consulting, guiding tech businesses on how to embed intelligent systems into the fabric of their operations. He is the author of The Accidental Strategist, which introduced the ReSCUED framework, a battle-tested approach to strategic value creation inspired by the precision and pressure of air traffic control.


Gary holds an MBA from Nottingham Trent University and has completed extensive executive education in AI, finance, governance, and systems design. He splits his time between advising, writing about strategy in an AI-native world, and calling out LinkedIn leadership platitudes with a raised eyebrow and a dry wit.

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© 2025 The AI Fix for Private Equity. All Rights Reserved.

A book by Mark Rogerson & Gary M Pearson