Muneeb HussainFractional CTO & AI advisorLet’s talk (opens in new window)

HomeWriting

Technical Due Diligence Checklist for Startup Investors (2026)

What to inspect in startup tech DD beyond generic templates: architecture, team depth, AI claims, and security - with signals that kill deals in 2026.

Tech due diligence

Why generic templates fail

Generic tech DD templates miss what kills deals in 2026: AI claims that are not production-ready, architecture that fails under 2× traffic, and engineering teams with inflated credentials that struggle to ship.

This checklist is what I use when doing independent engineering due diligence for VCs and acquirers ($1,250 fixed one-off, one to two weeks).

Architecture & scalability

  • Can the current architecture handle 2× and 10× users without a rewrite?
  • Monolith vs. services: was the split intentional or accidental?
  • What is the bottleneck: database, queue, third-party API, or frontend?

Code health signals

  • Test coverage: meaningful tests or coverage theater?
  • Deployment frequency and rollback story
  • Dependency risk (unmaintained packages, license issues)
  • Incident patterns in the last 90 days

Team depth

  • Bus factor on critical systems
  • Seniority mix vs. what the pitch deck claims
  • Hiring plan realism (can they actually close the roles?)

AI / ML claims (often skipped)

  • Production AI vs. demo-ware: evals, fallbacks, cost controls?
  • Model routing and token spend: is there unexpected bill growth ahead?
  • Data pipelines: where training and inference data comes from.

Security baseline

  • Secrets handling, auth model, dependency vulnerabilities
  • Compliance gaps that block enterprise sales

Deliverables investors use

A one-page traffic-light summary per area, specific findings with repo evidence, and recommended questions for management.

Related service

Technical Due Diligence for Investors & Acquirers - Technical due diligence is an independent engineering review of a target company's codebase, architecture, team capability, and technical narrative - typically …

Next step

30-minute discovery call: review fit and disqualify honestly.