Intelligence from the Field
Strategic thinking and practical guidance grounded in building applied AI, data and software systems for real operational and commercial problems.
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Perspectives
AI and EBITDA: how to link technology investment to financial outcomes
AI and EBITDA: a practical framework for PE operating partners to link AI investment to measurable financial outcomes, governance and exit value.
Perspectives
What a strong data infrastructure looks like at exit
Strong data infrastructure at exit reduces diligence risk and supports multiple expansion. Here's what PE-backed businesses need to build before the process starts.
Perspectives
How to run an AI audit on a newly acquired business
AI audit for newly acquired businesses — a practical framework for PE operating partners to assess data capability, AI maturity and value creation potential post-close.
Perspectives
AI governance for PE-backed businesses: what operating partners need to know
AI governance for PE-backed businesses: what operating partners need to know to protect value, manage risk and prepare portcos for exit.
Perspectives
Why most PE portfolio AI projects fail — and what to do differently
PE portfolio AI projects fail for predictable reasons. Learn the sequencing mistakes operating partners make — and how to protect capital and create real value.
Playbooks
How to identify AI value creation opportunities in the first 100 days
AI value creation in the first 100 days: a practical framework for PE operating partners to identify, score and prioritise high-impact opportunities post-acquisition.
Perspectives
The hidden data risks in mid-market M&A deals
Data risks in mid-market M&A are routinely missed in financial due diligence. Here's where they hide and how to find them before close.
Field Notes
Announcing Quantsole: A Simpler Way to See and Use Your Data
Announcing Quantsole: A Simpler Way to See and Use Your
Perspectives
How AI is reshaping operational improvement in PE-backed businesses
AI is reshaping operational improvement in PE-backed businesses. Here's how operating partners should sequence deployment to protect and expand exit multiples.
Perspectives
What is a data strategy and why does it matter at due diligence?
What is a data strategy and why does it matter at due diligence? A practical framework for PE investors assessing data risk before close.
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