KartaSoft: For Strategic Advantage

Maximum intelligence from incomplete, complex, and scarce data.

We deliver defensible insights where conventional models fail.

The Inherent Limitations of Conventional Data Analytics

Standard analytical models fail when they are needed most, leaving significant value and risk locked inside your existing data.

Critical Data Scarcity for Rare Events

High-impact failures are rare. Sufficient historical data for these low-frequency events does not exist for conventional AI to model effectively, creating a critical and permanent blind spot.

Inability to Process Complex, Incomplete Datasets

Asset data is multi-dimensional, noisy, and often sparse. The accuracy and reliability of conventional models degrade significantly when processing this complexity, leading to untrustworthy outputs.

Data That Lacks Causal Context

Conventional AI provide correlations to failures, not causation of failures, making its outputs "black boxes" that are indefensible and not trusted by engineers.

A New Class of Analytics for High-Stakes Environments

KartaSoft operates the new science of Physics-Informed Artificial Intelligence, directly addressing contemporary challenges and needs of infrastructure-heavy essential service providers, their customers, and regulators.

Apply machine learning from a perspective of underlying physical model insights.

Reduce what AI has to learn faster
→ less expensive, and less computationally demanding.

Improve the quality and utility of insights faster, cheaper, with less data.

Better at finding weak signals in noisy data and/or complex systems.

Unlock the True Value of Your Asset Data

Empower your organization to move beyond the strategic boundaries defined by data limitations.

Our platform is designed to master complexity and deliver the intelligence required for modern asset management.

Schedule a confidential briefing to assess your current data challenges and build a roadmap for transformation.