Proven and Patented Advantage
KartaSoft provides actionable asset 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 decide where effort is being ‘wasted’, and where it could be better expended to derisk networks, improve the health of asset portfolio & service resilience.
Intervene before failure occurs - improving 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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