Machine Learning and Explainable AI in Lending
Our digital platform enables loan automation with statistical learning and xAI. Lenders are able to get better insights, improve business performance and access reliable credit scores of thin-file and no-file applicants. Through the use of AI technology, we parse and analyze tens of thousands of data points beyond the traditional bureaus, offering highly predictive scoring for all, including financially stressed, systemically disadvantaged, and underbanked borrowers. This is Credit Bureau+®.
Get a 15-minute overview of Trust Science and its capabilities.
Dynamic Credit Scoring
Powered by our patented machine learning and artificial intelligence technology, the Trust Science credit scoring algorithms combine traditional and alternative data with consent-based mobile and our proprietary data to deliver in-depth and dynamic credit scoring machine learning models and scores. Trust Science:
Trust Science® uses patented algorithms to analyze publicly available digital information. We collect loan data from court data, web searches, transactions and more. Using sophisticated machine learning models and algorithms, we process this data to then determine the creditworthiness of individuals, businesses and organizations.
50+ patents have been officially legally granted to date to Trust Science®
Trust Science® has developed a large, international armada of “litigation battle-proven” (in the U.S.) patents related to predicting human behavior and also related to next-generation identity and personal/consumer data protection. This includes–but is not limited to–harnessing artificial intelligence and machine learning to find/source & leverage publicly available and “target-consented” mobile and other data.
Another 30+ more Patents are Pending around the world
A sample of use cases of this technology includes–but is not limited to–scoring trustworthiness (e.g. for highly predictive, legally-Compliant & socially ethical credit scoring and for loan or insurance portfolio valuation and for marketing & sales-acceleration purposes, etc.)
To date, our patent portfolio covers:
We continue to expand our capabilities in the applications of AI, machine learning, big data, and cognitive computing as they relate to context-aware social index scoring and trustworthiness, with additional patents pending.