

De-risking AI
De-risking AI
What we do
We provide free AI readiness assessments and hands-on technical support for Australian manufacturers. Our engineers and data scientists work alongside your team, on your floor and in your systems. We start with the data, because structured, trustworthy data is the foundation every AI outcome relies on. From there we build cloud-based data systems, implement AI tools grounded in your own knowledge and documentation, and deliver targeted automations that solve the problems your people actually face. We measure success in outcomes: hours returned to your team, rework removed, and critical knowledge no longer locked in one person's head. The international evidence shows most AI adoption stalls between a successful pilot and production. Our job is getting you across that gap, one small win at a time, without a disruptive transformation program. Every solution is built with your team, so the capability stays with you long after we do.
Our Programs
Data & AI-as-a Service
Cloud-based data system setup and management
For SMEs without data science staff
Databricks platform implementation
Scaleup Manufacturing Support
Technology assessments by qualified engineers
Prototype development in our Brisbane industrial hangar
Six companies currently co-locating in our facility
Accelerator Programs
Defence Technology Accelerator
Female Founders Scaleup Manufacturing (matched funding)
Propel-AIR Robotics Sprint (partnership with MassRobotics)
What we do
We provide free AI readiness assessments and hands-on technical support for Australian manufacturers. Our engineers and data scientists work alongside your team, on your floor and in your systems. We start with the data, because structured, trustworthy data is the foundation every AI outcome relies on. From there we build cloud-based data systems, implement AI tools grounded in your own knowledge and documentation, and deliver targeted automations that solve the problems your people actually face. We measure success in outcomes: hours returned to your team, rework removed, and critical knowledge no longer locked in one person's head. The international evidence shows most AI adoption stalls between a successful pilot and production. Our job is getting you across that gap, one small win at a time, without a disruptive transformation program. Every solution is built with your team, so the capability stays with you long after we do.
Our Programs
Data & AI-as-a Service
Cloud-based data system setup and management
For SMEs without data science staff
Databricks platform implementation
Scaleup Manufacturing Support
Technology assessments by qualified engineers
Prototype development in our Brisbane industrial hangar
Six companies currently co-locating in our facility
Accelerator Programs
Defence Technology Accelerator
Female Founders Scaleup Manufacturing (matched funding)
Propel-AIR Robotics Sprint (partnership with MassRobotics)
Impact Study
Microbio
Impact Study
Microbio
Capabilities
Our services
Guiding your AI adoption journey.
Our approach is tailored to your business needs, offering practical and grounded solutions to real-world problems.
Capabilities
Our services
Guiding your AI adoption journey.
Our approach is tailored to your business needs, offering practical and grounded solutions to real-world problems.
Team Members
Our people
Our leadership team, experts and advisors
Team Members
Our people
Our leadership team, experts and advisors
A national network
Our partners
We are a national network of manufacturing, technology and innovation partners. Our services are delivered through our network of partners.
Research organisations
Industry and industry networks
Technology companies and innovation networks
Government



A national network
Our partners
We are a national network of manufacturing, technology and innovation partners. Our services are delivered through our network of partners.
Research organisations
Industry and industry networks
Technology companies and innovation networks
Government






























