AI-native software,
engineered to ship.
A senior engineering studio designing and shipping AI-powered web, mobile, and desktop systems for ambitious teams.
Agents
Tool-using systems
LLM & RAG
Retrieval pipelines
ML Infra
Inference & evals
Web · Mobile · Desktop
AI-native surfaces
Three layers of the same craft.
AI is the surface. The discipline is software engineering — done by people who have shipped before.
AI systems for teams that ship.
We work with SaaS teams and product groups across regulated and unregulated domains. The common thread is a real engineering problem with AI as part of the answer.
SaaS
AI features inside SaaS products — retrieval, agents, and surfaces that feel native to the application.
Healthcare
AI surfaces under regulated data, with audit-grade trails and clinician-in-the-loop discipline.
Fintech
Risk and compliance systems where AI decisions live in the request path — fast, explainable, defensible.
Commerce
Search, recommendations, and operator tooling for marketplaces where catalog complexity grows fast.
Industrial
Asset graphs, predictive operations, and signal-attribution interfaces for messy real-world data.
Enterprise
Internal AI platforms with multi-tenant boundaries, scoped retrieval, and per-tenant evals.
A studio shaped around the work, not the org chart.
We are deliberately small, deliberately senior. The result is fewer handoffs, faster decisions, and AI systems that actually reach production.
Built by people who have shipped before
Architects and senior engineers do the work end-to-end — from first conversation to production rollout.
Teams across India, the UK, and the UAE
Coverage windows that match yours, with delivery cadence tuned to product timelines, not timezones.
We design around the model, not on top of it
Retrieval, evals, latency, and safety are part of the architecture — not features added after launch.
Evals, observability, rollback as launch criteria
We treat AI like the systems it now powers — measurable, monitored, reversible.
Have something ambitious in mind?
Tell us about the problem. If it is a good fit, we will scope a discovery sprint and bring senior engineers to the conversation from day one.