AI/CV Foundations
Before industrial CV/ML was mainstream, Bigmate formed its first AI and computer vision team, extending telematics roots from the early 2000s into software-led intelligence for high-consequence operations.
Who We Are
We're Built To Solve
The Hard Problems Others Avoid.
Since 2016, we've worked in the toughest industrial environments, applying disciplined engineering, creativity, and grit to problems where failure isn't an option. That heritage now powers dependable operational intelligence at scale.
WARNY in 90 Days
Bigmate designed and deployed WARNY Beta in 90 days: real-time perimeter breach detection around moving forklifts using existing CCTV, running on NVIDIA TX2 edge hardware. This capability is now deployed across hundreds of camera systems globally.
Operational Expansion
From forklift risk to dynamic safety zones, Bigmate added depth and metric distance models, integrated with machinery, and expanded nationally across trade, warehouse, and logistics sites.
Pandemic Response
During COVID disruption, Bigmate launched THERMY to support safer site access with real-time screening, alerting, and door-control integration.
Global Reach and Dragline Breakthrough
As teams returned to work, Bigmate expanded across the Americas and Europe. With Coronado, Bigmate developed and implemented a world-first ML object-detection dragline safety system integrated with braking response.
Rollout Across Bowen Basin
After successful field validation, the Dragline PAS moved into operational rollout across the Bowen Basin, embedding proximity awareness into day-to-day mining workflows.
Safety Innovation Award
Bigmate won the Safety Initiative award at the 2024 Queensland Mining Awards, ahead of strong competition including Anglo American, Peabody, and Mader, for the Dragline Proximity Awareness System.
Excavators and Dozers Next
In a first-of-its-kind deployment, Bigmate delivered edge-and-void detection capability for excavators and dozers to reduce rollover risk on mine sites, with integration paths for OEMs, mining integrators, software providers, and operators.
Industrial AI Anomaly Detection
Following 2025 R&D investment, Bigmate launched industrial AI anomaly detection capabilities through the Norvia Platform in live document, food, and quality deployments across supply chains.
Technology Partner Program
Bigmate launched the Technology Partnership Program, enabling customers and partners to leverage proven AI expertise and real-world deployment patterns to accelerate delivery and reduce risk.
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Mission
Solving the Seemingly Unsolvable.
We've experienced firsthand the challenges of delivering complex, real-world machine learning and computer vision deployments, the kind that demand deep expertise, resilience, and practical problem-solving.
Our mission is to transform that hard-won knowledge into seamless, reliable solutions that remove complexity, reduce risk, and empower organisations to achieve outcomes they couldn't reach alone.
This commitment pushes us to think differently, explore new approaches, and persist until we deliver outcomes that make a meaningful difference. Solving the seemingly unsolvable isn't just what we do, it's who we are.
Field-Proven Mission
Engineering confidence where safety, reliability, and decisions matter most.
- Real-world deployments
- High-consequence environments
- Built for daily operations
How We Help
We Help Organisations Turn Complex Risk Into Reliable Outcomes.
Where We Create Impact
We combine proven platforms, embedded engineering, and co-development to solve high-stakes operational problems without adding complexity.
- Improve safety in high-consequence environments
- Catch defects and anomalies before incidents
- Lift throughput and quality without added complexity
- Scale ML/CV reliably across sites
Trusted in live operations across mining, manufacturing, logistics, utilities, and food.
Three Ways to Work With Us
Pick the model that fits your timeline, team capacity, and risk profile.
Deploy Proven Solutions
Start with Bigmate solutions already proven in harsh, high-consequence operations.
- Production-ready deployment
- Faster time to value
- Lower delivery risk
Embed Bigmate Experts
Add our ML/CV and industrial engineering specialists directly into your team to unblock critical programs.
- Hands-on technical leadership
- Faster delivery across sites
- Capability uplift for your team
Co-Build New Capability
When no off-the-shelf option fits, we co-design, validate, and scale new capability with you.
- Joint roadmap and governance
- Pilot-to-production pathway
- Commercial-ready rollout
Your Challenge.
Our Expertise.
Ready to transform your operations with industrial-grade intelligence? Let's create something remarkable together.
Trusted by global innovators
© Bigmate 2025