AI-based monitoring system to boost safety and quality in government-run dialysis units under PPP

To enhance clinical oversight and improve the quality of care across dialysis centres under the State’s public-private partnership (PPP) model, an AI-based smart monitoring system has been introduced in seven centres across the State. Health Minister Dinesh Gundu Rao launched the system at K C General Hospital on Thursday.

The AI-enabled platform, introduced by NephroPlus, integrates advanced monitoring and surveillance technology into dialysis centres under the government’s PPP programme, with a focus on strengthening patient safety, clinical oversight and standardised care.

Real-time tracking

The system enables real-time tracking of critical dialysis parameters, including blood pressure, fluid removal and electrolyte balance, allowing healthcare teams to closely monitor patients during treatment and respond quickly to any variations.

The platform monitors 28 key indicators such as adherence to dialysis protocols, clinical care, patient safety, bed availability, staff alertness, emergency preparedness, infection control, hygiene, security compliance and overall operational efficiency.

Digital governance

Officials said the system creates a digital governance layer by replacing periodic audits with continuous, AI-driven monitoring. It also supports automated Key Performance Indicator (KPI) tracking and data-driven clinical and operational decision-making, improving transparency and consistency in care delivery.

The platform operates at an accuracy level of 85% to 95%, with further refinements expected to enhance its performance and predictive capabilities.

“Karnataka has been committed to expanding access to dialysis services through the PPP model. The introduction of AI-enabled monitoring systems further strengthens this effort by improving clinical oversight and enhancing patient safety,” the Minister said.

“It is encouraging to see how innovation and partnerships can work together to ensure that dialysis services delivered under the PPP programme match, and even exceed, private sector standards,” he added.

A live demonstration of AI-powered dashboards was held during the launch, showcasing real-time monitoring of dialysis procedures and quality indicators.