Technical Due Diligence Services

Service Overview

I provide independent technical due diligence services for VCs and PE firms investing in AI/ML companies. With 15 years of experience building production ML systems, I help investors understand the technical risks, opportunities, and scalability challenges of potential investments. My focus is on practical assessment of code quality, infrastructure costs, technical debt, and team capabilities.

5-7

Day Turnaround

15+

Patents Filed

Years Experience

NDA

Protected

Service Offerings

Comprehensive Technical Due Diligence

Full technical assessment including code review, architecture analysis, infrastructure cost modeling, and technical debt evaluation. Includes team interviews and competitive technical benchmarking.

Project-Based Pricing

5-7 business days

Technical Advisory Services

Ongoing technical guidance for portfolio companies. Monthly architecture reviews, hiring support, and technical strategy development.

Monthly Retainer

Flexible engagement

Quick Technical Screen

High-level technical assessment for initial deal screening. Identify major red flags and validate core technical claims.

Fixed Fee

48-72 hours

Technical Expertise

Deep hands-on experience building and scaling ML systems in production environments, from startup to enterprise scale.

ML Infrastructure

Production ML pipelines, model serving, experiment tracking, and infrastructure cost optimization.

System Architecture

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

Technical Risk

Code quality assessment, technical debt quantification, and competitive moat analysis.

Evaluation Areas

Codebase Quality

Architecture patterns, test coverage, documentation, dependency management, and maintainability.

Infrastructure & Costs

Cloud architecture, scaling bottlenecks, cost projections, and optimization opportunities.

Team & Processes

Technical team assessment, development velocity, hiring needs, and knowledge concentration risks.

Typical Engagement Flow

Scoping Call

Understand investment context and key technical questions

Technical Review

Code analysis, architecture review, and team interviews

Analysis

Risk assessment, benchmarking, and scalability projections

Deliverable

Written report and discussion of findings

Deliverables

✓ Executive Summary: Key findings and investment recommendations
✓ Technical Deep Dive: Architecture diagrams, code quality metrics, and infrastructure analysis
✓ Risk Assessment: Technical debt, scalability concerns, and mitigation strategies
✓ Team Evaluation: Technical capabilities, gaps, and hiring recommendations
✓ Competitive Analysis: Technical differentiation and defensibility

Let's Discuss Your Due Diligence Needs

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

Schedule Call Email

All engagements covered by NDA • Response time: 24-48 hours