Senior engineers who get your software shipped
With AI, at a pace that wasn’t possible before. A project stuck with another team, one engineer who gets things done, or a system that needs to catch up and connect to AI: start from your situation below.
Start From Your Situation
Project went sideways? The thing you’ve been stuck on, live in under 60 days
- “I’ve been told ‘almost done’ for three months, and I’ve stopped believing anything the team says.”
- “Every fix breaks something else, so we’re running in circles, and customers can see it.”
A senior, cross-domain engineer who just gets it done
- “Every idea takes days to become a demo, and needs product, design and engineering on it.”
- “Our PM just passes things to the devs, and comes back with answers no one can explain.”
Modernize to ship reliably every week, not every quarter
- “Modifying one thing takes ages.”
- “Every release breaks something.”
Your existing system, safe for AI to use
- “Every new number is a request to our developer.”
- “People are already pasting our data into AI chats.”
Your new product, built up to enterprise standard
- “Our group’s IT will review whatever we build.”
- “We know the goal, but we don’t want to worry about the system.”
Your product, ready for security review
- “A security questionnaire is blocking the deal.”
- “The auditor wants evidence the system can’t produce.”
What the Numbers Showed
All case studies →Results from real client projects.
5s live game-feed refresh, down from 60s
NBA team fan apps, rebuilt from the ground up.
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7 months for a fixed-price rebuild
The product promised to investors shipped on top of it.
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<12 weeks from proof of concept to production
Rebuilt on a fixed budget, then carried through a SOC 2 audit.
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Mat Kupczyk
Consulting Lead · brival
LinkedIn
AI is a multiplier, not a cure. Drop it into a codebase with no tests, no CI, no real review and it just writes the next legacy faster than any team could by hand. The rollout gets absorbed. The gain is conditional on discipline.
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