Client project · Financial services
Credit underwriting copilot
A copilot that reads loan documents, computes the ratios and drafts the credit memo for the analyst.
Training · Webinars · AI MVPs
AI that works
in your company.
For real.
I teach teams to work with AI on their own processes, and I build working AI products in 14 days. Instead of talks about the future, you get results that stay in the company.
- Top 1% on Upwork
- 50+ projects in the last 2 years
- Seedcamp and TURN8 accelerators
- Built for ISO 27001, SOC 2 and HIPAA
Experience from projects for
- Tunity
What I offer
Three ways to put AI to work for you
01
AI training for companies
Workshops for teams and boards on your real tasks. Every participant leaves with working ways to use AI, and the company with documented training under Article 4 of the EU AI Act.
from PLN 3,900 net
Programme and prices → 02An AI MVP in 14 days
A working AI product in two weeks, at a fixed price agreed before we start. The code, infrastructure and rights are yours.
from PLN 14,000 net
Calculate your savings → 03Paid webinars
90 practical minutes, live: the EU AI Act after the 2026 changes, office automation and building a product with AI. Recording and materials included.
from PLN 149 net
Dates and tickets →Who runs it
I teach what I ship every day
I'm Maciej Krupowies. I run Brackets Labs, a Warsaw studio building AI products for companies in Europe and the US: from a RAG-based credit underwriting copilot to voice agents and corporate learning platforms.
I also build my own apps, used by thousands of people in Poland. So my training is not AI from a distance. I show what works in real products and what only looks good in a demo.
- Top 1%
- of Upwork talent
- 50+
- projects in the last 2 years, including for companies in Europe and the US
- 5,000+
- users of my own apps
Featured in
Forbes Polska
Ministry of Win — a mecca for StarCraft II fans
Wirtualne Media
E-Sport channel: Maciej Krupowies as Managing Partner
Puls Biznesu
Five finalists in a game for 5 million PLN
EU Startup News
Polish healthcare startups transforming the sector
Seedcamp
Your Product, Your Road — Conclusions After Seedcamp Onboarding Week
Work
Selected projects
Client projects are described without names because most are under NDA. My own products are public.
Client project · Manufacturing · Poland
From client brief to quote in a minute
For a cosmetics manufacturer: AI reads client briefs and labels, extracts product parameters with confidence scores and produces a ready quote PDF.
Client project · Financial compliance
AML and KYC checks with an AI memo
Client intake, sanctions screening, a risk score and a draft compliance memo written by AI.
Client project · Wearables
Voice AI in earbuds
A voice AI assistant on wireless earbuds with near-zero latency.
Client project · Corporate learning
An AI coach grounded in the curriculum
A platform where AI answers employees using only the company's approved training material.
Client project · Document automation
Document classification and extraction
A system that recognises each document type and extracts its data with no manual retyping.
Client project · Customer service
AI phone agent
AI that handles customer phone calls and routes cases to the right people.
Client project · Computer vision
Automatic face blurring in video
A desktop app that detects, tracks and blurs faces in video footage.
Own product · Consumer app
SzybkiePrawko ↗
Automatically books the earliest driving-test slot at Polish exam centres and teaches the exam questions with AI. Web, iOS and Android.
5,000 users
Security and compliance
Cybersecurity from day one, not after the audit
Hands-on cybersecurity experience and projects in regulated industries: finance, healthcare, compliance. Systems are built to the requirements of ISO 27001, SOC 2, HIPAA and GDPR, so they pass audits without rework.
- ISO 27001
- SOC 2
- HIPAA
- GDPR
- EU AI Act
Data under control
Encryption at rest and in transit, EU data residency when you need it, retention and deletion policies.
Access and audit trail
Roles and permissions, event logging, access reviews and logs ready for your auditor.
AI without leaks
Enterprise model tiers or models in your own cloud, no training on your data, personal data masking.
Audit-ready documentation
Architecture, data flows, risk register and the procedures auditors ask for.
Certification is carried out by an accredited body or auditor. We prepare the system and documentation so they pass.
Frequently asked questions
Do you invoice companies?
Yes. Training, projects and webinar tickets are all invoiced to your company, with VAT where applicable.
Is training online or on site?
Both. I run training on site across Poland or online, in Polish or English. Webinars are live online, with a recording.
Where do we start?
With a 30-minute call. Afterwards you get a concrete proposal: a training programme, or a scope and fixed price for your project.
Will you sign an NDA?
Yes, before we discuss the details of your project.
Contact
Let's talk specifics
Tell me in two sentences what you need. I reply within one working day.
or email office@bracketslabs.com
Maciej Krupowies
Brackets Labs
Brackets Labs