AI Resource Hub
Practical AI resources for operators and sponsors
Video series, field guides and a worksheet from seasoned AI architects, written for decision-makers who want to implement AI without the industry jargon.
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Field guides and a working tool
Short reads that take one AI or value creation decision and work it through. The worksheet goes with the first guide.
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How to test an AI benefit before putting it in the deal model
Test an AI benefit before it enters the deal model. Separate time saved, usable capacity and financial benefit with a worked example and printable worksheet.
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Does your value-creation plan have the delivery capacity it needs?
Check delivery capacity behind a value-creation plan: named practitioners, available hours, system access and evidence that the operating team can accept.
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Which technology and data dependencies could derail the first 100 days?
Test technology and data dependencies behind first-100-days commitments. Identify missing access, disputed definitions and the next verifiable operating check.
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AI benefit worksheet
A printable worksheet that separates time saved, usable capacity and financial benefit before a number reaches the deal model.
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Video Series
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Video Series
Process Automation Executive Mini-Series
7-part video series for CFOs & COOs on automation fundamentals, ROI calculation, and AI applications.
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Video Series
Private Equity Mini Video Series
Value creation, AI/automation for EBITDA, and M&A tech integration, one short video at a time.
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Video Series
Fractional CTO Playbook
5 micro-lessons on board-level tech leadership without full-time overhead.
What the library covers
Content Categories
Our AI Resource Hub delivers practical guidance for decision-makers and tech leaders seeking to implement AI without the industry jargon.
- AI Fundamentals & Strategy
- Core concepts for understanding AI applications in your business.
- Tools, Frameworks & Demos
- Practical demonstrations including GPT models and vector databases.
- Responsible & Practical AI
- Compliance, risk mitigation, and ethical AI guidance.
Read further
Longer essays on AI and EBITDA
From idea to scope
Turn AI ideas into scoped value creation work.
Bring the workflow, reporting gap, or operating constraint. We will help identify the first implementation path worth pursuing.