FOR INVESTORS & PRIVATE EQUITY
AI is no longer optional — it's an infrastructure shift. I help investors and PE firms understand AI readiness and unlock growth opportunities within their portfolio companies.
Book a Confidential DiscussionCompanies that fail to integrate AI into their operations will face a structural cost and speed disadvantage against competitors.
Competitors using AI for extraction and automation are processing work 10x faster than manual teams.
Competitors using AI for prediction are closing 20% more deals by prioritising the right prospects first.
Top talent expects modern tools. Forcing staff to do manual "drudgery" increases churn and limits potential.
A rapid, structured evaluation of AI readiness across three critical dimensions.
Are they ready? Do staff have the skills to use AI effectively, or are they "playing with chatbots" without real impact?
→ Skills gaps, training needs, adoption barriers
Is the fuel clean? AI is only as good as the data it runs on. Is data trapped in silos, or is it accessible and reliable?
→ Data quality, architecture, accessibility
Are we safe? Is there policy and oversight in place, or are staff using public tools with no guidelines — posing compliance risk?
→ Risk framework, policies, compliance
Most businesses don't know what AI can actually do. I map these patterns to your portfolio companies to identify concrete opportunities.
Compress vast information into concise insights — meeting notes, contract clauses, email chains.
Reduces "Time-to-Knowledge" by up to 80%Create first drafts of text, code, or content — sales outreach, marketing copy, analyst code.
Removes the "Blank Page Problem" and accelerates outputTurn unstructured "messy" data into structured formats — invoices, supplier spreadsheets, documents.
Eliminates manual data entry errors and creates audit trailsUse historical data to suggest the "next best action" — lead scoring, demand forecasting, churn prediction.
Increases conversion rates and optimises resource allocationConversational interfaces that let staff "talk" to internal data — policy questions, financial queries.
Democratises data access across the organisationA structured approach to understanding current state, identifying opportunities, and building a path forward.
PHASE 1
Rapid assessment of current AI and data maturity across People, Data, and Governance. Understand where the business stands today and identify gaps and risks.
PHASE 2
Identify high-value AI use cases mapped to business functions. Prioritise by impact, feasibility, and alignment with strategic goals to focus on what will move the needle.
PHASE 3
A clear, actionable roadmap to deliver AI value over time. Covering quick wins, foundational investments, and long-term transformation to maximise growth and exit value.
I work directly with investors and PE firms to assess AI readiness, identify opportunities, and build practical roadmaps. All discussions are confidential.
Book a Confidential Discussion