Your AI is shipping features. Nobody's checking if they work. That's where money starts leaking out.
AI ships fast. We make sure it works —
and doesn't break what's already earning.
10 years of what fails, now accelerated.
Sound familiar?
Every pattern here maps to a dollar amount.
The question is whether you can see it yet.
Shipping Too Slow
Weeks on what should take days — while your competitors shipped, iterated, and pulled ahead. Every slow cycle is a gap you can't close retroactively.
AI Code Breaks Silently
Generated fast, pushed to production. It looked right in the editor — until real users hit it. One silent bug costs more than a week of careful review.
Decisions Without Confidence
Rebuild or fix? Monolith or microservices? Every guess without real insight is a painful rewrite in six months — with whose money?
What we do
We don't sell hours. We solve problems.
If you don't need something, we'll be the first to tell you.
AI Codebase Rescue
Shipped with AI, breaks in production. You can't trace it and neither can your dev. We find the bug, the pattern behind it, and the fix — before your users find it for you.
Product Development
Idea to revenue, end to end. Frontend, backend, database, deployment — built with AI speed and a decade of judgment on what breaks at scale. You ship. You earn.
Performance & Scalability
Works in development. Crawls in production. AI-generated code ships fast and runs slow — unoptimized queries, bloated bundles, blocking requests. We fix the bottlenecks before they show up in your churn.
Test Automation
Shipping AI-generated features without tests is a countdown. Not if something breaks — when, and how much it costs. We build quality gates that catch failures before production does.
System Integration & APIs
Your CRM, dashboard, payment processor, and data pipeline — all built separately, none connected. That's manual overhead, missed signals, and slow decisions. We make your systems talk to each other, reliably.
Infrastructure & Deployment
Every hour between commit and production is opportunity cost. We build the pipeline that turns working code into shipped product — automatically, every time, without the ritual of a manual deploy.
How we work
No discovery phase that costs before anything ships.
We start with what's costing you most and move from there.
Understand
We map what's broken and what it's costing you — before writing a single line.
Execute
Delivered in short cycles. You see progress, not promises. Each iteration gets something working and earning faster.
Hand off
Clean code, clear docs, no lock-in. Your business runs — with or without our continued involvement. That's the point.
Start here
Tell us what you're working on
Building something new, cleaning up an AI codebase,
or not sure where to start — tell us what you're dealing with.
We'll tell you honestly whether and how we can help.