Technical Due Diligence for AI/ML Investments

Independent technical assessment and validation for VCs and PE firms investing in AI companies

15 Years ML Experience
15+ Patents Filed
250+ Scholar Citations
5-7 Day Turnaround
Schedule Consultation

Services

Download Service Brief (PDF, 120 KB)

Technical Advisory

Ongoing technical guidance for portfolio companies. Monthly check-ins, architecture reviews, and hiring support.

Monthly retainer • $3–5k

Quick Technical Screen

High-level technical assessment to identify major red flags or validate core technical claims before deeper diligence.

Fixed fee • $1–2k

Engagement Process

Initial Call

Understand investment context and key technical concerns

Technical Review

Code review, architecture assessment, and team interviews

Analysis

Risk assessment, competitive benchmarking, and scalability projections

Deliverable

Detailed report with findings, risks, and recommendations

Technical Expertise

Deep experience building and scaling ML systems in production, from recommendation engines processing billions of events to computer vision systems deployed at scale.

ML Infrastructure

Production ML pipelines, model serving, A/B testing frameworks, and cost optimization for large-scale deployments.

System Architecture

Distributed systems, real-time processing, data pipelines, and infrastructure scalability assessment.

Technical Risk Assessment

Code quality, technical debt, team capabilities, competitive moats, and build vs. buy decisions.

Performance & Scalability

Benchmarking, load testing, cost modeling, and infrastructure planning for growth scenarios.

Let's Discuss Your Due Diligence Needs

Schedule a confidential consultation to explore how I can support your investment decisions

Book 30-Min Call