MUZZ Controlled
cooperation for a
safer AI world Talk to us

02:00 AM — one agent compromised

Trusting an AI agent is one challenge.Surviving its compromise is another.

MUZZ is a cooperation boundary between AI systems. Useful information passes. An attempt to dictate another system’s decision does not — it is refused and recorded for people to review.

Talk to us See the two mornings

The scenario

Same bank. Same threat.
A very different morning.

An AI agent can be verified, authorised and trusted — and still be compromised. Identity and permission checks say who an agent is and what it may access. On their own, they don’t stop it telling another AI system what to decide.

Without a boundary

02:00

Influence spreads at machine speed.

A compromised payments agent starts pushing instructions through normal cooperation pathways. Fraud, lending, risk and markets systems act on them before anyone is awake.

  1. Prohibited influence introduced.
  2. Connected systems act on it.
  3. Boardroom asks: how far has it spread?
With MUZZ

09:00

Contain the threat, not the entire bank.

The same agent tries the same thing. The attempt is refused at the boundary, the evidence is kept, and legitimate information keeps flowing.

  1. Attempt to dictate a decision refused.
  2. Incident recorded for human investigation.
  3. All systems operating. Review under way.

Illustrative scenario. It describes the design intent, not a deployed result.

How it holds

Share what they know.
Keep who decides.

MUZZ sits between interconnected AI systems. It is designed to let them cooperate without letting one take over another’s judgement.

Information passes

Observations, data, evidence and context are admitted, so cooperation keeps its value.

Dictation is refused

Instructions or judgements meant to set another system’s decision are refused before they are admitted.

The attempt is recorded

Each refused attempt is kept in a tamper-evident record, so people can investigate and revoke the agent.

Works alongside security

It complements identity, authorisation and cyber fundamentals such as the Essential Eight. It doesn’t replace them.

Connect the intelligence without connecting the judgement.

Your systems, your data

MUZZ doesn’t need to know your customers.

MUZZ governs how AI systems influence one another. It does not govern customers, their accounts or their financial records.

  • No customer database requiredCustomer records stay inside your existing infrastructure.
  • No mandatory MUZZ cloudDesigned to run in your chosen environment — on-premises or your own cloud, such as AWS Sydney.
  • Sits beside what you haveNo need to replace your AI, security or banking systems.

Where it stands

Built and tested in the lab. Ready to be evaluated.

We would rather you know exactly what has and hasn’t been shown.

Patent
Australian patent pending — not granted.
Testing
Internal laboratory testing on defined pathways. Not independently evaluated, not certified, not in production.
What we’re asking for
Independent evaluation, not endorsement — and a controlled pilot with an Australian bank.
Parliament
Joint Select Committee inquiry into Artificial Intelligence — Submission 276.

Australian and independent

Australian owned. Built in Queensland.

MUZZ AI Pty Ltd is wholly Australian owned and operated, with development, engineering and commercialisation in Australia. It is not owned or controlled by any overseas company or government.

QLD

Also from MUZZ — a separate product

MUZZ AML — quiet ledger watch.

For Australian professional practices. Connect the books (for example Xero) and AML Watch keeps an eye on the ledger. The officer decides whether suspicion is formed and lodges with AUSTRAC. Each firm stays isolated; we do not run a common intelligence lake.

We attach behind suites that already own the customer. We do not replace your compliance software, rebuild identity checks, or lodge for you.

Next steps

The next AI crisis won’t wait for human intervention. Neither should we.

Talk to us about an independent evaluation, or a controlled pilot in your environment.

Principal contact

Craig Leach

Director and CEO

craig@muzztech.com.au

Murray Clode

Founder

murray@muzztech.com.au