How We Work
We've refined our process over two decades. AI makes us faster, but experience is what makes the software right.
"We don't bolt AI onto an old process. We built an entire methodology around it — from requirements to architecture to code to testing."
— Boris Katok, Founder
Discovery
We start by understanding your business, not jumping to code.
Business Understanding
What problem are you solving? What does your workflow look like today? Who are the users? What do they need?
Scope & Priorities
We identify scope, priorities, and constraints. The output is a clear requirements document and project scope that everyone agrees on.
This is where 20 years of experience matters most. We've seen what works and what doesn't.
Architecture & Planning
We design the system before writing code.
Technical Design
Database design, API design, component architecture. We use AI-accelerated planning reviewed by senior engineers.
Adversarial Review
An adversarial review phase challenges every decision. The output is a detailed technical plan with no ambiguity.
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architectural errors caught on a recent project before writing a single line of code
Development
We build in iterative cycles with regular check-ins.
AI-Accelerated
AI-accelerated coding with human oversight on every decision.
Comprehensive Testing
Unit tests, integration tests, and real-world validation on every feature.
Full Visibility
You see working software early and often. No black-box development.
AI makes us faster, not sloppier. We write more tests, not fewer.
Delivery & Support
We deploy, train, and stand behind the software.
Production Deployment
We deploy to production infrastructure and train your team on the new software. You own the code — no lock-in, no hostage situations.
Ongoing Support
Ongoing support and maintenance is available. Bug fixes, feature additions, scaling — we're here when you need us.
Everyone has access to AI tools. The difference is the experience that tells us where the problems are. AI without experience produces plausible software with hidden defects. AI with experience and the right process produces production-quality systems at speeds that weren't possible before.