KK

Kamil Kwapisz

From idea to working PoC to business results

Founder • 9 years in software • Building with AI daily

I turn AI ideas into working proof-of-concepts that make business sense.

9 years building software and businesses. Now I help companies validate AI ideas fast - with a real working demo and an honest ROI case.

Book a free 30-min call → See case studies

9 years in software · Founder · Building with AI daily

How I work

From idea to working system, in three steps

I sell certainty, not code. We start small and only scale up what proves its value.

Step 1

Validate - Proof of Concept

A working prototype in weeks. You test a real demo, not a slide deck, and get a clear go / no-go with cost and ROI.

Step 2

Build - Production system

Once the PoC proves value, I build the robust scalable system and plug it into your tools.

Step 3

Support - Keep it working & find what's next

Monitoring, improvements, and the next automation opportunity.

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Case studies

Ideas turned into working systems — problem, what I built, result, and what it proves.

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Own product · E-commerce / DTC sellers

ShotsFlowAI - studio-quality product shots without a studio

Problem: Small e-commerce sellers need clean, studio-quality product photos but can't afford a photographer or a shoot for every SKU. The open question wasn't 'can AI generate images' - it was whether the output was consistent and good enough to actually use on a storefront.
Result: A live product (shotsflowai.com) that produces usable studio-style images in seconds instead of a photo shoot's hours-to-days. The working demo answered the real question - output quality - far faster than any slide deck could.

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About me

I started 9 years ago by building my own B2B SaaS, then spent years as a Python developer and web scraping specialist while running products, client work, and an agency. Now I help companies turn AI and automation ideas into working proof-of-concepts that make business sense.

My full story →

Latest from the blog

Where I share what actually works — architecture, tradeoffs, and honest takes.

April 29, 2026

How AI Agents Handle Unstructured Data from Customer Attachments

Extracting data from customer PDFs is harder than it looks. Here are 5 layers every production AI agent needs to handle unstructured documents reliably.

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April 13, 2026

Should We Be Afraid of Anthropic's Mythos?

Anthropic's Mythos model launched with restricted access and cybersecurity headlines. But is the real threat a closed model few can access - or the open-source tools already in the wrong hands?

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March 31, 2026

Top AI GitHub Repos Right Now - What They Tell Us About the State of AI

The 12 most starred AI GitHub repos tell a clear story about where the AI industry is heading and what it means for businesses building with AI.

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March 20, 2026

The Future of AI Startups: What Y Combinator Is Betting On in 2026

Y Combinator’s 2026 Spring startup requests reveal where AI is heading - from AI-native hedge funds to product decision agents.

YC S26AILLM

March 16, 2026

Cloudflare Launches a Scraping API That Respects Bot Protection

Cloudflare's new /crawl endpoint built on Browser Rendering won't bypass CAPTCHAs or CDN bot protection - and that's exactly the point. Here's why this could be a bigger disruption than the technology itself.

web scrapingweb crawlingbot protection

March 09, 2026

I used AI as a tax advisor

I used AI while preparing yearly stock market tax documents in Poland. Here are 7 practical rules to use LLMs for tax research safely without treating them as legal advice.

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