Agentic architectures
Planners, specialists and critics that split the work, call tools and check each other, with a human approval step wherever the stakes are real.
human checkpoint
AI infrastructure studio · Adelaide
We design, build and run the systems behind autonomous AI: multi-agent architectures, the infrastructure they live on, and the defences that keep bad bots out.
The gap
Most AI stops at the chat box. We build what happens after: agents that plan, call real tools, recover when something fails and keep running around the clock, on infrastructure you control.
Capabilities
Planners, specialists and critics that split the work, call tools and check each other, with a human approval step wherever the stakes are real.
human checkpoint
Model routing and fallbacks, caching, cost limits and queues, so the system still answers when a provider has a bad day.
Rate limits, fingerprinting, challenges and abuse detection that stop automated traffic before it costs you.
blocked allowed
Containers, private networks, tunnels and zero-trust access on Google Cloud, AWS and Cloudflare. Deployed, backed up and watched.
Agents wired into the tools you already use: email, CRMs, payments, documents and internal systems.
Every run traced. Watchdogs that alert a person. A test set run before every change, so quality is measured, not guessed.
Approach
We map the work the system should take over, the data it may touch and where a person must stay in charge.
Agents, tools, memory and guardrails, designed on paper first, with a test set that defines “good”.
Shipped in small working slices you can try each week, measured against the test set every time.
We host, monitor and improve it. Alerts reach a human, and changes are tested before they go live.
Principles
Dedicated infrastructure, named locations, and nothing used to train anyone else's model.
Agents do the legwork. Anything costly, public or irreversible waits for a human yes.
Every change runs against your own test set first. If quality drops, it doesn't go live.
Stack
Contact
Tell us what it is. We'll come back with how we'd build it, what it would take, and where a person should stay in the loop.