Our USA customers operating network infrastructure had viewed IoT as the silver bullet, collecting real-time data, and gaining visibility. However, ask anyone overseeing thousands of miles of gas or liquids infrastructure, and a more sobering picture emerges about intrusive deployments, spiralling installation and maintenance costs, only to provide a rear-view mirror of what has already failed.

The real question: Is this backward-looking data worth the disruption?

At KartaSoft, we think differently. Our customers don’t rely on expensive and invasive IoT rollouts; instead, we harness the untapped power of data utilities already owned, which is easily accessible and often overlooked, to be able to forecast failures before leading indicators appear. Our Physics-Informed AI, with University of Florida credentials, utilises advanced statistical modelling rooted in academia to identify 'at-risk’ assets up to six months in advance.

| No sensors, no excavation, no costly retrofits.

This shift from reactive to predictive transforms asset management, enabling smarter capital replacement decisions, improved operational resilience, and a tighter feedback loop into ERP systems, amplifying their impact across the entire value chain.

Our blind-tested pilots deliver proof in just 8 weeks, giving executive teams tangible evidence, not just theory.

| The future isn’t just connected—it’s intelligent.

It's time to question the default IoT playbook. Let’s talk about how AI-driven risk intelligence is quietly reshaping how the world’s best gas and liquid networks plan, operate, and invest.