01 / LLM OPS
Production LLM platforms
Evaluation harnesses, prompt versioning, observability, cost controls, model gateways. Whatever takes your AI from prototype to operations.
Enterprise AI for Australian business
We design and operate LLM platforms, retrieval systems, and AI agents that meet enterprise security, sovereignty, and reliability standards — from proof of concept to production.
Drag to orbit · hover & click the system
What we build
01 / LLM OPS
Evaluation harnesses, prompt versioning, observability, cost controls, model gateways. Whatever takes your AI from prototype to operations.
02 / RAG
Document ingestion, embedding pipelines, hybrid retrieval, grounded answers with citations. Built for your data, your privacy boundary.
03 / AGENTS
Tool-using agents for internal operations, customer service, and analyst-grade research. Designed with eval gates and human-in-the-loop.
Why us
AU-based team. AU business hours. Data stays in your sovereign boundary.
We measure before we ship. Evals, tracing, and gates from day one.
Anthropic, OpenAI, AWS Bedrock, Azure, self-hosted. We pick what fits.
No bench staffing. The people who scope are the people who build.
How we work
i.
Two-week paid discovery. We scope the problem, your data, and the success criteria. You get an architecture and a quote.
ii.
Fixed-scope engagements. Source code is yours. We instrument it for evaluation as we build it.
iii.
Optional ongoing operations: model upgrades, eval drift monitoring, incident response.
Email us with a sentence on what you're trying to build. We reply within two business days.
[email protected]