AI-Powered Automation in Production
AI that automates business processes in production—LLMs, RAG, and agents that ship.
We integrate AI into production systems in ways that drive real outcomes: LLM APIs, vector stores, RAG, and agents that automate workflows and augment decisions. No proof-of-concept chatbots—we focus on AI that ships, scales, and fits your stack. Melbourne and Australia.
What we deliver
- LLM integration (OpenAI, Anthropic, Google) with safety, cost, and latency in mind.
- Vector stores and RAG pipelines for search, support, and knowledge bases.
- Agent and tool-use patterns that plug into your CRM, docs, and APIs.
- Evaluation, monitoring, and fallbacks so AI failures don’t break customer flows.
Suited to teams adding AI to support, sales, or internal tools; product teams building AI features; and operations automating document handling or decision support. Melbourne and Australia, with experience in regulated environments.
Related systems we build
Free architecture review
Want this system designed for your stack?
Request a free architecture review. We cover reliability, integrations, and a practical roadmap, then send a written report you keep either way.
- ●Response within 1 business day
- ●Architecture + growth audit included
- ●Stack-level recommendations for your exact tools
- ●Prefer the phone? 03 7073 2727