INITIALIZING...
AI applications & bespoke software

Where light meets bit_

We build AI applications and bespoke software for teams who care about quality, reliability, and shipping — LLM agents, RAG systems, and full-stack products from prototype to production.

Local time
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Lat / Lon
1.3521° N · 103.8198° E
Status
Accepting partners
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LLM applications bespoke software applied AI agent workflows RAG systems AI · code · reality LLM applications bespoke software applied AI agent workflows RAG systems AI · code · reality
01 / Vision

We turn AI capability
into products that ship.

01

Applied AI

LLM applications, RAG pipelines, intelligent agents and ML systems that solve real problems for real users — not toy demos.

LLMRAGAgents
02

Bespoke software

TypeScript, Python, Rust, Go. We build custom products from first sketch to production deploy — typed, tested, observable.

TypeScriptPythonRust
03

Production-grade

AI is critical infrastructure. We ship with monitoring, evaluation, fallbacks and a clear plan for the day the model misbehaves.

ObservabilityEvalSafety
04

Speed of iteration

Short cycles, fast feedback, pragmatic choices. From idea to user in days, not quarters. We optimize for learning, not ceremony.

VelocityFeedbackPragmatism
02 / Capabilities

What we build,
end to end.

A
AI Applications
LLM apps, RAG systems, agent workflows, prompt engineering, evaluation pipelines, chat interfaces.
B
Machine Learning
Fine-tuning, embeddings, model selection, MLOps, vector databases, inference optimization, evals.
C
Full-stack Engineering
TypeScript, Python, Go, Rust. Web, mobile, API, infrastructure, CI/CD, observability.
D
Data & Infrastructure
Pipelines, ETL, real-time streams, observability, cost control, scaling, vector search.
E
Discovery & Strategy
Architecture review, feasibility studies, prototypes, roadmaps, build-vs-buy decisions.
03 / Selected work

Things we've
shipped to production.

04 / Contact

Building something
intelligent?

We take on a small number of partners each year. Tell us about your project — we read every message.

Studio
Singapore
(by appointment only)