We build products
that scale.
A senior-only engineering studio for international product companies. From model to storefront — we ship the hard parts, on your timezone.
Small teams,
senior hands.
We're an IT studio that plugs into product companies as an extension of their team — or takes a mandate end to end. No layers, no juniors learning on your budget.
Our approach is deliberately narrow: three domains we know cold, senior engineers who own outcomes, and weekly shipping so you always see progress. We stay quietly in the background of great products.
Anonymised, but real.
Under NDA we can't name names — but the problems, the builds and the numbers are exactly as they happened.
Real-time inference platform for a vision SaaS
Model latency spiked past 400ms under load and inference costs grew faster than revenue.
Rebuilt the serving layer with batched GPU inference, a warm model cache and autoscaling on demand.
Adaptive learning platform for a K-12 network
A one-size curriculum left advanced learners bored and strugglers behind; completion was falling.
Built a per-learner path engine that recommends the next lesson from live mastery signals.
Headless storefront for a global DTC brand
A legacy monolith buckled on launch days; checkout abandonment climbed with every page slow-down.
Re-platformed to an edge-rendered headless storefront with idempotent, zero-downtime checkout.
Three domains,
learned the hard way.
We go deep, not wide. Every engineer here has shipped production systems in the domain they work.
Applied AI & ML
Inference platforms, RAG pipelines, recommendation and vision systems — built to be fast, observable and affordable in production.
- Model serving & MLOps
- LLM & RAG applications
- Data & feature pipelines
EdTech platforms
Adaptive learning, assessment engines and content tooling — engaging for learners, measurable for the institutions behind them.
- Adaptive learning paths
- Assessment & analytics
- Authoring & LMS tooling
E-Commerce systems
Headless storefronts, checkout and inventory at scale — resilient on launch days and fast for shoppers everywhere.
- Headless storefronts
- Edge checkout & payments
- Inventory & fulfilment
Four steps,
no surprises.
Discovery
We scope the problem, de-risk the unknowns and agree a plan you can hold us to.
Build
Senior pods ship weekly increments in your repo, in your stack, in the open.
Ship
We release to production with monitoring, load tests and a rollback you never need.
Support
We stay on for the long tail — performance, reliability and the next iteration.
Tools we reach for.
We're hiring senior engineers.
Remote-first, senior-only, real ownership. If you've shipped hard things in AI, EdTech or commerce, we should talk.
Have a hard problem worth shipping?
Tell us what you're building. We'll reply within one business day with senior people, not a sales deck.