All Case Studies
Mining & Resources

Rio Tinto

World's largest autonomous mining fleet delivers 15% efficiency gains and zero AHS-related injuries across Pilbara operations

AI Transformation ProgramAI Pilot ProgramExecutive Training
15%
Fleet Efficiency
300+
Autonomous Fleet Scale
0 injuries
Safety Record

The Challenge

Rio Tinto operates 16 iron ore mines across Western Australia's Pilbara region — one of the most remote and climatically extreme industrial environments on Earth — where temperatures routinely exceed 45°C and pervasive dust degrades sensor accuracy. Traditional mining operations relied on human-operated haul trucks and drilling equipment, creating significant safety hazards in inherently dangerous activities including blasting and heavy-equipment operation. The Mine of the Future programme, launched in 2008, aimed to address these risks while improving the economics of moving billions of tonnes of iron ore annually across hundreds of kilometres from mine to port.

The sheer scale of Pilbara operations meant that even marginal efficiency gains translate into hundreds of millions of dollars in value. Shift changes, operator fatigue, and the logistics of transporting workers to remote sites constrained equipment utilisation. Integrating autonomous systems with legacy mining equipment from multiple manufacturers — each with proprietary control interfaces — complicated fleet-level coordination, while Western Australian mining regulators required formal safety-certification processes involving mine planners, geotechnical engineers, and safety representatives before any expansion of autonomous operations.

The Approach

Rio Tinto deployed the Autonomous Haulage System (AHS) using Komatsu 930E trucks retrofitted with autonomous technology. By 2024 the fleet had grown to over 300 autonomous trucks across 10 Pilbara mine sites, contributing to approximately 80% of daily production capacity. Each autonomous truck operates around 700 additional hours per year compared to conventional trucks, running continuously without shift changes or fatigue-related stoppages.

In parallel, Rio Tinto launched AutoHaul — the world's first fully autonomous heavy-haul, long-distance rail network — which became fully operational in June 2019. AutoHaul coordinates over 200 locomotives across more than 1,700 kilometres of track, moving iron ore in 2.4-kilometre-long, 28,000-tonne trains from mines to the ports of Dampier and Cape Lambert. The system eliminates the need to transport drivers to and from trains mid-journey, saving approximately 1.5 million kilometres of road travel annually.

All autonomous assets — trucks, trains, and drills — are monitored from Rio Tinto's Operations Centre in Perth, located 1,500 kilometres from the mines. The centre houses over 400 controllers and technical staff who supervise operations using real-time data feeds. At the flagship Gudai-Darri mine (opened 2022), autonomous trucks, drills, and a fully automated laboratory operate alongside a 34 MW solar farm, representing Rio Tinto's most technologically advanced operation.

Results

15%
Fleet Efficiency
Lower load-and-haul unit costs versus conventional manned trucks, with each autonomous truck operating ~700 additional hours per year
300+
Autonomous Fleet Scale
Autonomous haul trucks delivered across 10 Pilbara mine sites by 2024, contributing ~80% of daily production capacity
0 injuries
Safety Record
Zero injuries attributed to AHS-equipped haul trucks since autonomous trials began in 2008, with AutoHaul eliminating 1.5M km of road travel per year

This is an industry case study based on publicly available information. Rio Tinto is not a Pertama Partners client.

Want results like these for your organization?

We help enterprises across Southeast Asia design and deliver AI transformation programs. Let’s talk about what’s possible for your team.