Proven and Patented Advantage
KartaSoft provides risk-informed analytical insights using Physics-Informed Artificial Intelligence (PIAI).
It is a progressive science using physics, biology, and chemistry, and is applicable to critical infrastructure sector challenges where there is poor-quality unstructured data & rare failure events that render traditional AI solutions ineffective.
Our research, trialling, and implementation have led to successful applications in widely diverse applications.
KartaSoft Advantages
Applying machine learning from a perspective of underlying physical model insights.
Faster, cheaper, and uses less data, while improving the quality & utility of insights.
Better at finding weak signals in noisy data environments and/or complex systems.
Leveraging from existing data resources, rather than relying on major new data collection.
Supporting more sophisticated capital program planning with proven ROI.
Delivering predictive and causal relationship insights to enable prescriptive maintenance.
A self-reinforcing learning loop between the algorithm and industry to optimize PIAI.
KartaSoft solution helps evaluate where finite resources may be better aligned with relative risk and consequence to derisk networks, improve the health of asset portfolio & service resilience.
Support earlier review of elevated-risk conditions - Improve service reliability.
Focus monitoring, maintenance & renewal work on high-risk assets.
Determine which monitoring/sensor data is most useful.
Identify where multi-benefit investments are most valuable.
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