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FICO® Analytics Workbench™ is an integrated suite of state-of-the-art advanced analytics capabilities that empowers companies to improve business decisions across the customer lifecycle. With it, data scientists can build superior decisioning capabilities using a wide range of tools, including machine learning (ML) and Explainable Artificial Intelligence (AI).
Analytics Workbench enhances the best of open source data science and machine learning with innovative intellectual property from FICO to deliver world-class capabilities to discover, combine and operationalize predictive signals in data. It’s built on the leading FICO® Decision Management Platform, to allow new predictive models and strategies to be deployed into production with ease.
Accelerate better decisions
FICO® Analytics Workbench™ gives data scientists access to sophisticated yet easy-to-use data exploration, visual data wrangling, decision strategy design, and Explainable AI and machine learning. Working with business analysts, these teams can tackle a diverse set of business problems with stronger, more collaborative solutions that deliver better decisions.
Build trust in AI
FICO’s advanced suite of Explainable AI technology allows you to understand model performance and eliminate bias at both global and instance levels. This empowers you with a detailed understanding on why given outcomes were recommended – for each customer and for the model overall.
Operationalize effective decisioning
FICO offers a suite of resources to help you deploy advanced decisioning in a consistent, easily repeatable way. Our team of world class data science and business domain experts have deep experience in a variety of specific use cases and algorithms. This complements your existing staff to accelerate upskilling programs and knowledge transfer on proven methodologies for the responsible use of machine learning in regulated environments.
FICO® Analytics Workbench™ wraps modeling with data preparation, wrangling, and consistent enterprise-wide deployment through the FICO® Decision Management Platform™, affording a cost-effective and easy way to evaluate, customize, deploy and scale high-impact predictive analytics and decision management solutions.
Innovate without limits
Self-service visual data exploration and wrangling
Boost predictive power with proven scorecards
Intuitive insights for rapid strategy deployment
Across industries, companies are looking to gain a competitive advantage through the expert application of advanced analytic technologies, including artificial intelligence (AI). While an abundance of opportunities exists to use AI, a chro...
Leveraging multiple data sources to augment ad hoc and exploratory analytics and decisions
A data lake is a collection of storage instances of various data assets additional to the originating data sources. These assets are stored in a ...
Client: Prominent North American Bank
Challenge: Create machine learning models for credit risk that provide transparency and regulatory compliance.
Solution: FICO® Analytics Workbench™
Results: With Explainable AI (xAI) machine l...
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