AI · Data engineering · Crypto
Artificial intelligence. Real business results.
We're a specialized engineering firm. Two things we do well: transform how an entire organization operates around AI, and take a working MVP and turn it into a production system that scales. Quietly. At latency that doesn't embarrass you.
Trusted to ship production systems
What we do
Two things, done thoroughly.
AI transformation, org-wide
Leadership-level work to reshape how your organization runs on AI — strategy, operating model, and the builds that anchor it.
Learn moreMVP → production scale
Your AI prototype works. Now it has to survive real traffic, real data, real customers — without the wheels coming off.
Learn moreRecent work
Shipped in weeks, not quarters.
Bridging Web2 and Crypto for Xsolla's next-gen payments infrastructure
Ongoing engagement supporting Xsolla's move from a global game-commerce giant (2,500+ games, 1,000+ developers, millions of players) into a Layer 2 blockchain platform for cross-game asset ownership.
Full on-chain data infrastructure for Bonkbot — shipped in 3 weeks
Built multi-region ClickHouse clusters and custom ETL pipelines covering APAC, EU, and US. Halved frontend query latency and gave internal teams the ability to validate market data in real time.
A real-time ML offer engine with a 99.99% SLA and <150ms latency — at the scale of millions of DAU
Built an ML-backed offer recommendation engine integrated into the in-game SDK. Lived inside the ad-tech hot path, served real users, and didn't miss its SLA.
What we keep saying
"Most teams don't need another AI pilot. They need the two or three things that actually move the business — and the discipline to see them through."
Get in touch
Have an MVP you need to scale, or an organization ready to move on AI?
We partner with a small number of teams each quarter. Tell us what you're working on and what "great" would look like.
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