Services

Engagements for VC firms, PE funds, and their portfolio companies.

Technical due diligence

Who it’s for
VC and PE firms evaluating AI or B2B SaaS investments at Seed through growth stage.
What I assess
AI/LLM architecture and defensibility · Product-market fit signals · Technology stack and scalability · Team capability and hiring patterns · Roadmap viability · Competitive positioning.
Typical engagement
1–2 week assessment, written report with risk scoring and recommendations. Also available as a single expert call for targeted validation.

Advisory & strategy

Who it’s for
VC/PE funds seeking an ongoing AI product expert. Portfolio companies needing fractional CPO support.
What I cover
Product strategy and roadmap · Pricing and packaging · GTM for enterprise SaaS · AI product implementation · Build vs. buy decisions.
Typical engagement
Monthly retainer (5–10 hours/month) or defined project scope.

Market research & competitive analysis

Who it’s for
Investors validating a thesis. Corporate strategy teams. Funded startups needing competitive positioning.
What I deliver
Competitive landscape maps · TAM/SAM/SOM sizing · Vendor ecosystem analysis · Technology differentiation assessment.
Typical engagement
2–4 week project, delivered as a structured written report.

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