Telstra, SQC explore quantum-enabled network prediction breakthrough

The test marks a milestone in the integration of quantum computing into telecommunications infrastructure.

The collaboration tested SQC’s quantum reservoir system, known as Watermelon, to assess how quantum-generated features could forecast key network metrics and improve predictive analytics. These capabilities are critical to Telstra’s efforts to anticipate network performance issues, optimise resources and deliver more personalised customer experiences.

Today, Telstra’s AI-driven systems monitor metrics such as latency and bandwidth to predict potential variances. The trial sought to determine whether quantum techniques could improve accuracy and efficiency while reducing computational cost.

The results were promising. Training and fine-tuning the Watermelon quantum reservoir took days rather than weeks, achieving accuracy comparable to Telstra’s deep learning models – but without the heavy GPU hardware requirements.

Shailin Sehgal, Telstra’s group executive of global networks and technology said the collaboration showcased how domain expertise and quantum innovation could combine to deliver tangible industry benefits.

“We’re constantly looking ahead to technologies that can help us create smarter connectivity experiences for our customers, from increased personalisation to issue prevention. Quantum computing is a promising frontier we’re exploring. Working with SQC allows us to research the real-world potential of quantum systems in a uniquely Australian context,” Sehgal said.

“This trial shows how quantum capabilities could complement our existing systems and technology to deliver faster insights and better outcomes for our customers. The collaboration, and Telstra’s relationship with SQC, shows how Australian industries and homegrown innovation can work together to shape the nation’s digital future.”

SQC CEO Michelle Simmons added that the trial demonstrated how quantum technologies are moving beyond theory and into practical application.

“This is an exciting and important step forward in commercial adoption of quantum technologies. The collaboration with Telstra allowed us to test our quantum reservoir system, Watermelon, in a real-world telecommunications context, something few quantum companies have achieved,” Professor Simmons said.

The program now lays the groundwork for further exploration of quantum’s role in Australia’s digital infrastructure and future industry innovation.