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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
Marketing interface
Need this system integrated into your growth funnel?
We connect backend architecture, analytics, and conversion experiences so every technical improvement also improves pipeline performance.
- ●Response within 1 business day
- ●Architecture + growth audit included
- ●Stack-level recommendations for your exact tools