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The FICO Platform, also known as the FICO® Decision Management Platform, provides an integrated set of state-of-the-art, advanced analytics capabilities. Together with the Platform’s decisioning, optimization and analytic application development capabilities, it provides a comprehensive data science platform and decision management solution.
Powered by Spark scalability, the FICO Platform can crunch data of any size and shape. It provides self-service data exploration and wrangling, analytics, machine learning, explainable AI (XAI) and analytics lifecycle management. The FICO Platform connects data with advanced analytics, making it available to solutions, applications and decisions. It delivers a comprehensive modeling experience from requirements to complete, market-ready execution, including authentication, authorization, distributed execution services, storage access, system monitoring and high availability.
Learn more about FICO® Decision Management Suite
Learn more about FICO® Analytics Workbench
The data wrangling user experience leverages the latest techniques in data visualization, machine learning and human-computer interaction to guide users through the process of exploring and preparing data. Interactive exploration presents automated visualizations of data based on its content in the most compelling profile.
Predictive transformation converts every click or select within the solution into a prediction. Intelligence and context are learned from data registered into the platform and how users interact with it. Common tasks are automated, and users are prompted with suggestions to speed their wrangling.
The data wrangling solution can transform data on-the-fly in the application or compile down to Spark, Google DataFlow or any in-memory engine. The platform natively supports all major Hadoop on-premises and cloud platforms. With this model, the solution can handle any scale.
The FICO Platform extends its intelligent capabilities by automatically capturing all data and decision execution outcomes within a powerful Analytic Data Mart, permitting the creation of outcome and KPI reporting. Gleaning the required intelligence from the business-configured solutions, this capability requires no configuration, and extends your insight beyond BI by providing real-time visualization of the solution outcomes and pathway/reasons.
Intuitive visual authoring tools include generic decision trees/forests, high-performance scorecards, and notebooks through to specific domain interfaces—all working to promote central collaboration between teams with different skill levels. The FICO Platform is built to empower users to assume ownership via the assurance that all authored assets are automatically validated across multiple users and asset types.
Traditional analytics like scorecards and decision trees to advanced analytics (prescriptive, ML/AI, XAI) can be modeled and managed as decision assets on the FICO Platform. It supports the direct ingestion and use of analytics modeled from other tools such as SAS. It also supports the top open data science languages and libraries, including Python, R, SQL and Scala, and utilities such as Spark ML. XAI features, including intelligent automation of tasks, are Platform capabilities.
The centralized Analytic Data Mart stores transactional data for dashboards and reports while driving what-if analysis and model retraining efforts.
The FICO Platform is designed for teams of varying skill sets and can be used to tackle a diverse set of high-performance, high-value modeling problems. The interface makes analytics simple for both business analysts and data scientists with an easy-to-use modeling environment with no programming required. It empowers users to build repeatable analytic sequences that can be shared and re-used by others, including sequences built into notebooks for advanced data science and machine learning.
Users can quickly build advanced analytics models that can be easily deployed as a service. The Platform provides a centralized, high-performance, highly scalable repository for the management and sharing of analytic models and other decision assets. This allows teams and organizations to version and manage their analytic and other decision assets across projects, applications and solutions.
The FICO Platform manages all decision assets and analytic models across the entire lifecycle, providing a single pane of glass to manage risk. It minimizes compliance risk with streamlined validation reporting, consistent workflow processes, automated approval capture and accurate audit trails. The Platform enhances performance of analytic components through faster identification of degradation, capturing the relationships among all analytic and decision assets, and automatic alerts and visualization that help prioritize and speed model updates. It allows organizations to deploy models into production faster regardless of vendor/language (SAS, SPSS, R, Python and others).
The FICO Platform simplifies data governance by delivering a truly scalable, automated and repeatable process for identifying sensitive data, capturing data lineage, and ensuring proper data use and access. Its centralized, high-performance, highly scalable repository for the management and sharing of analytic models allows teams to version and manage their analytic and other decision assets across projects, applications and solutions.
Learn more about FICO® Decision Central™