Kamil DzikowskiCTO · AI-Era Engineering · Advisory

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Investor-Grade Technical Due Diligence

Know exactly what you're investing in — before you wire the money.

A polished demo and a confident founder hide a lot. I give investors and acquirers a senior, independent read on the technology behind a deal — the architecture, the code, the security posture, and the team — so the surprises surface before the round closes, not eighteen months after. Software due diligence for investors, written by someone who has built and run the real thing.

The technology is where the expensive surprises hide. A clean cap table and strong revenue can sit on top of an architecture that won't scale, a codebase one key engineer away from collapse, or licensing exposure that surfaces in the next funding round. Technical due diligence is how you find out before you commit — not after. I assess the system the way I'd assess one I was about to take over as CTO, then tell you plainly what's solid, what's fragile, and what it will cost to fix.

Why investors trust my read:

What technical due diligence covers

A thorough technology due diligence engagement looks past the pitch and into the system itself. I work across every area where a deal's technical risk actually lives:

Architecture & scalability

Whether the design holds up at 10x the current load — or quietly assumes it never will. Bottlenecks, single points of failure, and the rework scaling will force.

Code quality & maintainability

How the code is actually written: structure, test coverage, documentation, and how easily a new team could pick it up and keep shipping.

Security & compliance

Vulnerabilities, data handling, access controls, and exposure against the standards the business is held to — before an incident or auditor finds them.

Infrastructure & cost efficiency

Cloud and deployment setup, reliability under real load, and whether the infrastructure spend is proportionate or quietly eating the margin.

Technical debt

The shortcuts taken to ship fast — and what they'll cost to unwind. The debt that will slow the next 18 months, quantified rather than hand-waved.

Engineering team & process

Whether the people and the practices can deliver the plan you're funding. Delivery cadence, hiring health, and how the team performs without heroics.

IP, licensing & open-source exposure

Who actually owns the code, and what's been pulled in from open source. License conflicts and IP gaps that can complicate a future exit.

Roadmap & key-person risk

Whether the product roadmap is credible against the architecture — and how much of the business lives in one person's head.

Red flags I surface

Every diligence is specific to the company, but the warning signs repeat. Common red flags I surface include:

What you receive

Diligence is only useful if it's decision-ready. You get findings a partner or investment committee can act on, not a jargon dump:

How it works

Step 1

Scoping call (20 min) — scope, timeline, and access.

Step 2

Fixed-fee proposal within 24 hours.

Step 3

Findings in 3–5 working days from access (larger targets quoted at scoping).

When to commission technical due diligence

Why an independent operator

Most technical due diligence is run by people who have read a lot of codebases but never had to own one. I've built and run what I assess. As co-founder and CTO of The Cloud and founder of NatWeb Solutions, I architected and led the engineering behind platforms that raised $33M+ and scaled across 8 international markets — and I still build and run my own products today, including LoanPilot. Most recently I executed a full production backend rebuild in days using AI-assisted development — the read you get is calibrated to what modern delivery actually looks like (see the case study). I know the difference between a calculated shortcut and a time bomb because I've shipped both.

And I'm independent. I don't broker the deal, I don't take a cut of it, and I have no stake in whether it closes. My only job is to tell you the truth about the technology — clearly enough that you can act on it. That independence is the whole point: it's the difference between a report written to reassure and one written to inform.

Who this is for

Don't leave the technology to a demo and a hope. Get a confidential, senior, independent assessment before you invest, acquire, or scale — focused on the business outcome, not the buzzwords.

What clients say

Client review 1Client review 2Client review 3Client review 4Client review 5Client review 6

Fixed fee — scoped to deal size, quoted within 24 hours of a 20-minute call.

Get a senior, independent read before you wire.

I read every message and reply personally.

Top-rated on GrowthMentor · GLEAC Mentor · Clutch-reviewed

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