AI Governance Consulting
Model-level controls, risk assessment and responsible-AI alignment for the agents you deploy.
Read more →Agentic AI
Build your agentic AI organisation.
Not a single chatbot - a coordinated team of AI agents, each with a role, working across your business functions on your governed data, with human oversight built in. RUBIX designs, builds and embeds a custom AI organisation that does real work.
TL;DR
An agentic AI organisation is a coordinated set of AI agents - each responsible for a task or function, able to use your tools and take action, and overseen by humans. RUBIX designs and builds it as a custom digital workforce on top of your governed data: specialist agents, an orchestration layer that coordinates them, safe integrations to your systems, and guardrails so every action is controlled and auditable. The result is work that gets done, not just answered.
2010Founded
450+Data & AI projects
115+Customers
15+Years in data
What an agentic AI organisation is.
Most AI you have used so far answers questions. Agentic AI takes action. An AI agent can plan a task, use tools, call your systems and complete multi-step work - checking its own progress and asking a human when it matters. A single well-built agent is genuinely useful. An organisation of agents - each owning a role, coordinated by an orchestration layer - is what changes how much a team can get done.
The hard part is not the model; it is everything around it. Agents are only as reliable and safe as the data they stand on, the systems they can reach, and the controls that govern what they are allowed to do. That is exactly where RUBIX is strong: we build the governed data foundation, the integrations and the guardrails, then the agents on top - so your AI organisation is capable and controlled, not a clever demo that no one trusts in production.
The blueprint
Your AI organisation, by design.
We design agents the way you would design a team: clear roles, a coordinator, the tools each one needs, and a human accountable above them - all grounded in your governed data.
Orchestration & oversight
Specialist agents
Governed data foundation
What we build
Everything an AI organisation needs to work.
A production agentic system is more than a model with a prompt. RUBIX builds the whole stack that makes it capable, safe and worth trusting with real work.
Specialist agents
Purpose-built agents for real roles - sales, service, finance, operations - each scoped to a task it can do reliably, end to end.
Orchestration
A coordination layer that routes work between agents, manages hand-offs and keeps the whole organisation moving toward the outcome.
Tools & integration
Safe, permissioned connections to your CRM, ERP, ticketing, documents and APIs, so agents can actually do the work, not just describe it.
Guardrails & governance
Permissions, approvals, limits and audit logging around every agent - grounded in governed data, aligned to responsible-AI standards.
Human-in-the-loop
People stay accountable. Agents escalate, ask for sign-off on consequential actions, and hand back cleanly - so trust is earned step by step.
Continuous improvement
We monitor outcomes, measure quality and cost, and tune each agent over time - so the organisation gets better and more capable, not stale.
Under the hood
How each agent works.
Every agent runs a simple, controlled loop - and a human stays above it for anything that matters.
01
Perceive
Reads the request and pulls the relevant context from your governed data and systems.
02
Plan
Breaks the goal into steps and decides which tools and which other agents it needs.
03
Act
Uses tools and takes permitted actions in your systems to move the work forward.
04
Check
Verifies the result, corrects itself, and escalates to a human when sign-off is needed.
Guardrails, permissions, approvals and audit logging apply at every step.
How we build your AI organisation.
RUBIX builds agentic AI in fixed-scope stages, starting with one agent that earns its place before the organisation grows around it - so you see real results early, safely.
01
Discover
We map the workflows, the highest-value tasks and the data and systems each would need.
02
Design
We define the agent roles, the orchestration, the tools and the guardrails - your org chart of agents.
03
Build
We build the first agents and integrations on your governed data, with controls in from day one.
04
Deploy
We put agents to work alongside your team, human-in-the-loop, measuring quality and cost.
05
Scale
We add agents and expand autonomy as trust grows, and hand over so your team can run it.
Agents are only as trustworthy as the data and controls beneath them. That is why RUBIX pairs agentic AI
with data governance and
AI governance - the foundation and the guardrails are part of the
build, not a bolt-on.
Why RUBIX for agentic AI.
- We build the whole stack. Governed data, integrations, guardrails and the agents - one team, so nothing is built on sand.
- Safe by design. Permissions, approvals, audit and human oversight are in from day one, aligned to responsible-AI standards.
- Australian, senior, since 2010. 450+ data and AI projects for banks, super funds, insurers and government - senior people doing the work.
- Value early. Fixed-scope stages: one agent proves the case before the organisation grows around it.
Frequently asked questions.
What is agentic AI?
Agentic AI is AI that takes action, not just answers questions. An AI agent can plan a task, use tools, call your systems and complete multi-step work with human oversight. Where a chatbot responds, an agent gets something done - and a coordinated group of agents can run whole workflows across a business.
What is a custom agentic AI organisation?
It is a digital workforce built for your business: a set of specialist AI agents, each responsible for a task or function, coordinated by an orchestration layer, connected to your tools and data, and overseen by your people. RUBIX designs the roles, builds the agents and integrations, adds guardrails, and embeds it so it runs safely day to day.
How is this different from using ChatGPT or Copilot?
General assistants are great for individuals drafting and answering. A custom agentic organisation is different: agents are grounded in your governed data, integrated with your systems, allowed to take specific actions, coordinated with each other, and controlled by guardrails and approvals. It is built around your workflows rather than a generic chat window.
Is agentic AI safe and controllable?
It is when built properly. RUBIX puts guardrails, permissions, approvals and audit logging around every agent, keeps a human in the loop for consequential actions, and grounds agents in governed, permissioned data. This is why agentic AI pairs directly with our data and AI governance work - the controls are part of the build, not an afterthought.
Do we need our data in order first?
Largely, yes - agents are only as reliable as the data and systems behind them. RUBIX can start with a focused, well-scoped agent to prove value while we strengthen the data foundation in parallel. Because we do both the data platform and the agents, we sequence the work so you see results early without building on sand.
How long does it take to build an AI agent?
A focused first agent for a single, well-defined workflow can be live in a matter of weeks. Building out a coordinated organisation of agents across multiple functions is a staged programme over several months. RUBIX works in fixed-scope stages so value lands early and each agent earns its place before the next is added.
Related services.
Data Governance
The governed, traceable data foundation that agents stand on - lineage, classification and quality.
Read more →AI Readiness Assessment
A structured evaluation of whether your data, use cases, skills and governance are ready for AI.
Read more →Ready to put AI to work.
Tell us the workflow you would most like to hand to an agent. We'll help you scope a first agent that is safe, useful and live sooner than you think - and show you what an AI organisation could look like on your business.
Talk to us today