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Capabilities and technology available on the FICO® Decision Management Suite.
Integrated, scalable capabilities for collaborative data visualization and data wrangling, advanced predictive analytics via scorecards and machine learning, and immersive decision strategy design. FICO® Analytics Workbench provides an integrated set of state-of-the-art, advanced analytics capabilities to build high-impact business decision solutions. It is a cloud-based advanced analytics solution that is designed for teams of varying skill sets and can be used to tackle a diverse set of high-performance, high-value modeling problems. It puts effective explainable AI (xAI) into practitioners’ hands, with powerful APIs and visuals. Users can quickly build advanced analytics models that can be easily deployed as a service on the FICO® Decision Management Suite.
xAI Toolkit: Practical Explainable Machine Learning
The FICO Platform leverages FICO’s 25 years of AI experience and is used to operationalize AI and machine learning for fraud, risk, credit and loan optimization, cybersecurity, and many other use cases across industry verticals.
AI: Less Artificial, More Intelligent
Platform capabilities include analytic notebooks, for advanced data science and machine learning in Python, R, SQL and Scala; access to leading open source machine learning libraries; and utilities such as Spark ML. Machine learning models include gradient boosted trees, random forests, deep learning neural networks, support vector machines, generalized linear models and smart hyper-parameter searches. Additional capabilities include scalable descriptive analytics, model selection and evaluation, NLP, and partial dependency analysis.
AI & Machine Learning: Key FICO Innovations
Ingest and correlate data from structured and unstructured sources and apply analytic processing to extract meaning and insights from the data in real time. FICO® Decision Management Platform Streaming provides a fully integrated solution for any data — big data or otherwise — to rapidly generate powerful insights and precise decisioning from the most diverse range of sources. The Platform can import, normalize and synthesize data from any source to quickly analyze the best data to generate decisions, enabling organizations to respond to signals in the data in real time.
FICO Decision Management Platform Streaming Product Information
Experienced business analysts need the ability to improve high-value decisions with sophisticated, predictive models. FICO® Analytic Modeler Scorecard Professional provides advanced analytics and an intuitive point-and-click scorecard development tool to help business analysts efficiently adjust for imperfect data, address competing objectives, and develop best-in-class transparent models that align to business expectations, meet regulatory requirements and ease the audit process. Models developed in the solution can be used in the FICO® Decision Management Suite to build powerful decision solutions.
FICO Analytics Workbench Product Information
Powered by Spark scalability, the Platform supports top open data science languages and libraries, including Python, R, SQL and Scala, and utilities such as Spark ML.
FICO® Decision Management Suite Reference Architecture
Manage your ever growing collection of decision assets and analytic models across the entire lifecycle. FICO® Decision Central™ minimizes compliance risk by providing a central repository for all decision assets, enforcing approved workflow processes governing decision asset development with documentation and review/approval capture and accurate audit trails. And with automated decision asset performance monitoring, it provides businesses with a central location to manage model risk across the enterprise.
FICO Decision Central Product Sheet
Uses predictive graph analytics to analyze linkages between people, places, documents and events. Includes the capability to construct a 360-degree view of the customer, organization, location, product and event at any volume.
FICO® Identity Resolution Engine
A sophisticated matching and identity resolution engine classifies identities, other entities and related data to formulate human-centric objects and relationships. It seamlessly glides across disparate data (internal and external) to resolve unique identities and relationships between those identities. FICO® Identity Resolution Engine applies predictive graph analytics by analyzing linkages between people, places, documents, and events. Subsequently Identity Resolution Engine can generate prescriptive alerts that empower organizations to prioritize fraudulent activity.
Decision Management helps business develop analytically-powered applications that include data ingestion; analytics (insight or prediction); decision rules (articulating engagement options); workflow; user experience or GUI; service execution; ML/AI for self-learning; and reporting, dashboarding, tracking, simulation, auditing and terms management.
The FICO Decision Management Maturity Model and Map
Decision rules are the cornerstone of decision management, as they help businesses increase the speed and precision of all their decisions. FICO® Decision Modeler brings the power of FICO® Blaze Advisor® decision rules management system to the cloud. You can now use business terms, not programming, to create decision rules and publish the rule sets as decision services or applications. Most critically, you have the power to operationalize your rules, analytics and optimization — getting smarter decisions, faster, and into the hands of your business users. Realize order-of-magnitude acceleration in decision cycle times, such as changing pricing and new account processing. Intelligently automate decisions and harness the immense potential of centralized decisions.
FICO Decision Modeler Product Sheet
Advanced decision impact modeling, simulation and optimization techniques allow users to discover better decision strategies that balance trade-offs between cost, risk and reward, while also factoring in economic and market conditions.
Why a Decision First Approach to Data is Critical
A high-performance execution platform, using multiple engines, including batch and real-time, enables decisions that are instantly executable, easily scalable, and seamlessly upgradeable.
FICO Decision Management Suite Reference Architecture
Rich, configurable and intuitive interfaces enable modern visualization that converts decision logic and improved execution. Tableau® for FICO® is used for dashboarding.
Tableau for FICO Information
Monitors and tracks all data, decision assets, and campaigns to provide instant results and measurement of business impact.
Improved Business Outcomes Through Scaled Decisioning
Data encryption, user authorization, and access control are automatically applied to all interactions with the Platform. OAuth2 is used as a standard security protocol.
Centralized decision asset governance and monitoring to ensure approved business processes are executed. Includes comprehensive audit trails and reporting.
Automation capabilities across the suite of tools.
FICO Decision Automation Info Brief
The Decision Model and Notation (DMN) modeling standard advances how businesses can manage their decision processes in two key ways. First, it focuses on all the key inputs of decisions versus the rules. Second, it allows all types of business knowledge to be incorporated into a single model, including analytics, rules and optimization. FICO offers DMN modeling as part of the FICO® Decision Management Platform.
Accelerating decision automation time to value with Decision Requirements Analysis (DRA)
FICO optimization products and services allow businesses to quickly and easily apply optimization techniques to solve their business problems, faster. Our deep portfolio of optimization options enables users to easily build, deploy and use optimization solutions that meet their needs. Standard capabilities include scalable high-performance solvers and algorithms, flexible modeling environments, rapid application development, comparative scenario analysis and reporting capabilities, for on-premises and cloud installations.
FICO Optimization Products and Services
A collaborative IDE environment for developing optimization models, services and complete solutions in a web environment. It uses a high-performance web-based code editor, which provides syntax highlighting, code completion and folding, and contextual help for Xpress Mosel, VDL, XML and R.
FICO Xpress Workbench Product Information
The widest breadth of industry leading optimization algorithms and technologies to solve linear, mixed integer and non-linear problems.
FICO Xpress Solver Product Information
A collaborative and interactive environment for business and other users to rapidly deploy optimization models as powerful applications.
FICO Xpress Insight Product Information
Standalone support for optimization execution services. Deploy and execute optimization models quickly and easily.
FICO Xpress Executor Product Information
Modern interface enables users to visualize various optimization scenarios and do side-by-side comparisons to determine the effectiveness of each strategy. Engaging visualization features help the user easily navigate the model and focus in on important information.
FICO Xpress Insight Product Sheet
Connect to and easily access, extract, normalize and ingest data from any source — bureau, data lake, batch, or streaming — or in any form — structured or unstructured. Quickly leverage the best data for whatever challenge or decision you face.
FICO Data Lakes Blueprint Information
Data exploration can be ad hoc or structured. Enables users to discover trends and patterns in how customers react to business decisions and product strategies.
FICO Analytic Modeler Scorecard Product Information
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 — the system intelligently assesses the data at hand to recommend a ranked list of suggested transformations for users to evaluate and edit. 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 the data on-the-fly in the application or compile down to Spark, Google Data Flow or any in-memory engine.
Imports, normalizes and synthesizes data from any source to quickly analyze the best data to generate decisions that respond to signals in the data in real time.
A secure and powerful agile application development solution to rapidly develop and deploy analytically-powered web and mobile applications up to 10x faster than traditional approaches.
New Application Development Approach For Today
Prebuilt integration adaptors provide the ability to build your own. Run wizards to access third-party data, connect to databases, obtain data from web services, read and transform files.
Design and orchestration components needed to develop web-based and mobile-optimized applications.
http://www.fico.com/en/latest-thinking/product-sheet/fico-application--studio
Automation of all application deployment processes across multiple environments. Can be deployed in the cloud or on-premises.
FICO Analytic Cloud Information
A flexible graphic UI to tailor experiences for users. It uses fast and powerful visual editors and no-code UI widgets.
Proven smarter with 130+ patents in advanced analytics: AI, ML and BPRM.
Central decisions hub for intelligent customer engagement.
Rich visualization and XAI for smarter decisions.
AI / ML to improve and automate governance.
From concept to deployment in 3 months. Faster than any other application development technology.
“Plug and play” to speed deployment.
Simplified design and low/no code for rapid development.
Cloud ready for private, public or hybrid deployments.
A complete enterprise wide decisioning platform. Analyze, decide and optimize.
Preconfigured apps or tools to build, manage and execute analytics, rules and optimization.
Open and modular to work with all legacy systems.
Access to innovation in Machine Learning and world leading decision rules.