Private Equity & Venture Capital – Digital Transformation Solutions

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PE & VC GOVERNANCE & OVERSIGHT

AI Assurance for Private Equity & Venture Capital

Focus: Portfolio due diligence, valuation integrity, and LP reporting compliance

PE and VC firms need to understand how AI-enabled systems behave across deal sourcing, due diligence, and portfolio operations—ensuring LP data remains secure and valuation models stay reliable as algorithms evolve.

Check 01 • Deal & LP Confidentiality

Data Access & Information Walls

Determine whether proprietary deal data, LP communications, and portfolio financials align with strict access controls across connected AI systems.

Check 02 • Valuation & Sourcing Models

Performance & Algorithm Drift

Evaluate whether model updates or prompt changes affect deal sourcing accuracy, sentiment scoring, or portfolio benchmarking outputs.

Check 03 • Portfolio Technical Diligence

Documented Evidence & AI Stack Reviews

Verify whether target company AI architectures, technical debt, and compliance risks are systematically documented during deal evaluation.

Check 04 • Fiduciary & Regulatory Oversight

Issue Escalation & LP Reporting

Identify whether potential security vulnerabilities, data exposure, or operational model shifts require formal LP disclosure or remediation.

The Outcome

Enhanced visibility into AI risks across your firm and portfolio, backed by an evidence-based approach to fiduciary oversight and LP reporting.

Establish robust AI governance, deal team controls, and documented evidence for your firm and portfolio companies.

Lavinia PicuPrivate Equity & Venture Capital – Digital Transformation Solutions