FICO Awarded 9 New Patents Used in FICO Platform and Fraud Solutions that Utilize Sophisticated AI to Improve Decision Accuracy

Rhea-AI Summary

FICO has been granted 9 patents related to AI and machine learning technology, including fraud detection and behavior analytics. These patents contribute to FICO's extensive industry expertise and provide value to enterprises that adopt FICO solutions. The patents cover topics such as reducing false positive detections in financial crime detection, improving fraud detection for transactions on mobile devices, developing more robust machine learning models, assessing the presence of selective omission in data, generating decision data based on user input, and providing insights into black-box machine learning models. FICO's patent portfolio currently consists of 218 active patents.

Positive

• FICO has been granted 9 patents related to AI and machine learning technology, demonstrating their commitment to innovation and driving industry-specific solutions. These patents contribute to FICO's expertise and provide value to enterprises, potentially boosting investor confidence in the company.

Negative

• None.

Latest patents demonstrate innovations in artificial intelligence and machine learning technology used to hyper-personalize customer experiences

BOZEMAN, Mont.--(BUSINESS WIRE)-- FICO (NYSE: FICO):

Highlights:

• FICO continues to drive unique industry specific innovation in machine learning and technology innovations to successfully operationalize AI at scale.
• FICO’s current patent portfolio consists of 218 active patents, with an additional 71 patent applications filed and pending.

Global analytics software firm FICO has been granted 9 patents, 3 foreign and 6 U.S., related to digital decisioning in the areas of fraud, artificial intelligence (AI), and machine learning technology. FICO’s extensive industry expertise in building AI and machine learning models provides value to enterprises that adopt FICO^® Platform and other FICO solutions.

“Patents are a product of industry inspired innovation, and we continue to develop tremendous IP in AI, machine learning, and decision management,” said Scott Zoldi, chief analytics officer at FICO. “FICO solutions deliver real-time decisions for businesses worldwide. The power of better decisions and hyper-personalized customer experiences, as exemplified by FICO Platform, is being driven by new AI technologies responding to ever-changing industry demands.”

FICO’s new patents include:

• “Soft Segmentation Based Rules Optimization for Zero Detection Loss False Positive Reduction” – which covers rules-based financial crime detection for detecting money laundering and fraud while reducing false positive detections. The techniques include the use of topic models to determine semantic structures underlying transactions and the derivation of behavior archetypes based on those structures, with the result being the reduction of false positives while preserving the same true positive detection set.
• “Mobile Attribute Time-Series Profiling Analytics” – which claims a means to assess the likelihood that a transaction is abnormal based on a behavioral pattern of a mobile device. The behaviors associated with the device improve fraud detection for transactions that do not occur on the mobile device. This patent has been validated in the UK, France, and Germany and used in FICO^® Falcon^® Fraud Manager, FICO^® Fraud Predictor with Merchant Profiles, and FICO^® Platform.
• “Latent Feature Dimensionality Bounds for Robust Machine Learning on High Dimensional Datasets” – which describes a method to identify the number of optimal hidden nodes in a neural network model, leading to the development of more robust and stable machine learning models at the core of responsible AI. This patent is used in FICO^® Platform.
• “Assessing the Presence of Selective Omission via Collaborative Counterfactual Interventions” – which addresses a critical challenge in operationalizing models in open data environments, where lenders and users of models need to understand the likelihood that the customer is omitting key data that impact outcomes. This patent is used in FICO’s Open Banking Analytic models.
• “Workflow Templates for Configuration Packages” – which claims a process to allow a decision service to generate decision data based on user-generated input, a collection of configurations, and a decision flow template, leading to a configured software solution. This patent is used in FICO^® Strategy Director.
• “Meaningfully Explaining Black-Box Machine Learning Models” – which covers a means for providing insights into the efficacy and understandability of black-box machine learning models. This patent is used in FICO^® Platform - Analytics Workbench™.
• “Efficient Parallelized Computation of Global Behavioral Profiles in Real-time Transaction Scoring Systems” – which describes a computer-implemented, real-time transaction scoring system for rank-ordering transactions associated with suspicious activity, such as financial crime or a cybersecurity threat. This patent is used in FICO^® Falcon^® Fraud Manager, FICO^® Fraud Predictor with Merchant Profiles, and FICO^® Platform.

To date, FICO’s patent portfolio consists of 218 active patents, with an additional 71 patent applications filed and pending approval.

About FICO

FICO (NYSE: FICO) powers decisions that help people and businesses around the world prosper. Founded in 1956, the company is a pioneer in the use of predictive analytics and data science to improve operational decisions. FICO holds more than 200 US and foreign patents on technologies that increase profitability, customer satisfaction and growth for businesses in financial services, insurance, telecommunications, health care, retail and many other industries. Using FICO solutions, businesses in nearly 120 countries do everything from protecting 2.6 billion payment cards from fraud, to improving financial inclusion, to increasing supply chain resiliency. The FICO^® Score, used by 90% of top US lenders, is the standard measure of consumer credit risk in the US and other countries, improving risk management, credit access and transparency. Learn more at www.fico.com.

Learn more at https://www.fico.com/en.
Join the conversation at https://twitter.com/fico & https://www.fico.com/blogs/.
For FICO news and media resources, visit https://www.fico.com/en/newsroom.

FICO, Falcon, and Analytics Workbench are trademarks or registered trademarks of Fair Isaac Corporation in the U.S. and other countries.

View source version on businesswire.com: https://www.businesswire.com/news/home/20230713550386/en/

Media

Julie Huang

press@fico.com

Source: FICO

FAQ

What is FICO's patent portfolio?

FICO currently has 218 active patents, with an additional 71 patent applications filed and pending approval.

What are some of the areas covered by FICO's patents?

FICO's patents cover topics such as fraud detection, behavior analytics, machine learning models, and decision management.

How do FICO's patents benefit enterprises?

FICO's patents provide value to enterprises that adopt their solutions, offering better fraud detection, decision-making capabilities, and hyper-personalized customer experiences.

What is the significance of FICO's patents for investors?

FICO's patents demonstrate their commitment to innovation and industry-specific solutions, potentially boosting investor confidence in the company's future growth and market position.