Name: FICO Analytics Workbench
Rating: 10 (2 reviews)
Author: FICO

Call Center Workforce Optimization

Help Desk

Web and Video Conferencing

Customer Support

Chatbot

Flowchart

Development

Career Center

Education

Business Intelligence (BI)

Collaboration

Enterprise Search

Streaming Analytics

Enterprise

Accounting

Accounting and Tax Services

Budgeting and Forecasting

Crypto Accounting

Tax Compliance

Finance and Accounting

Applicant Tracking

Benefits Administration

Corporate Learning Management

Freelance Management

HR Management

Payroll

Recruitment Marketing

Talent Intelligence

Talent Management

Video Interview

Workforce Analytics

Workforce Management

eLearning Content

Human Resources

Application Virtualization

Blade Servers

Cloud Storage

Disaster Recovery

Fraud Detection

IT Professional Services

Identity Verification

Integration Platform as a Service (iPaaS)

Machine Learning

Network Performance Monitoring

Office Migration and Repair

Packet Analyzer

Penetration Testing

Single Sign-On

Vector Databases

Virtual Data Room

Virtual Private Cloud (VPC)

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Call Tracking

Click Fraud

Content Management

Customer Success

Digital Content Creation

Email Marketing

Enterprise Marketing Management

Marketing Automation

Referral Marketing

Social Media Management

Survey & Forms Building

URL Shorteners

Video Editing

Web Analytics

Marketing

Project Management

Professional Services

Construction CRM

Customer Relationship Management (CRM)

Revenue Operations

Sales

Interior Design

Inventory Management

Moving Software

PCB Design

Population Health Management

Public Transportation

Retail Execution

Retail Management

Vertical-Specific

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FICO Analytics Workbench is an analytics platform designed to provide advanced analytics and data science capabilities to medium to large-sized enterprises across various industries. According to the vendor, this platform empowers organizations to make better business decisions and drive improved outcomes. It is utilized by data scientists, business analysts, risk managers, and professionals in the financial services, insurance, and retail sectors, among others.

## Key Features

**Data Exploration**: According to the vendor, FICO Analytics Workbench offers a user-friendly interface for visually exploring and analyzing data sets. Users can filter, sort, and aggregate data to gain insights and identify patterns. The platform supports various data visualization techniques to enhance data understanding.

**Model Development**: The vendor claims that FICO Analytics Workbench provides a wide range of tools and functionalities for building predictive models. Users can utilize advanced machine learning algorithms, statistical techniques, and optimization methods. The platform supports both supervised and unsupervised learning approaches for classification, regression, clustering, and anomaly detection.

**Model Deployment**: According to the vendor, FICO Analytics Workbench seamlessly integrates with existing IT infrastructure, allowing easy deployment of models into production environments. Models can be deployed as RESTful APIs, enabling other systems and applications to utilize the models' predictions. The platform supports model versioning and management for accuracy and efficiency.

**Model Monitoring**: The vendor states that FICO Analytics Workbench offers robust monitoring capabilities to ensure the ongoing performance and reliability of deployed models. Users can set up automated monitoring processes to track model accuracy, drift, and performance over time. Real-time monitoring dashboards display key performance indicators and metrics.

**Collaboration and Governance**: According to the vendor, FICO Analytics Workbench facilitates collaboration among data scientists, business analysts, and stakeholders. Users can share and collaborate on projects, models, and data sets, promoting knowledge sharing and teamwork. The platform ensures data security and governance through role-based access control and permissions.

**Advanced Data Profiling**: The vendor claims that FICO Analytics Workbench provides advanced data profiling capabilities to identify data quality issues and inconsistencies. Users can easily identify and address data quality problems, ensuring accurate and reliable analyses.

**Feature Engineering**: According to the vendor, users can create and customize features, select relevant variables, and perform feature engineering to enhance model performance. FICO Analytics Workbench offers a range of feature engineering techniques to optimize models and improve predictive accuracy.

**Seamless Integration**: The vendor states that FICO Analytics Workbench seamlessly integrates with existing IT infrastructure, making it easy to connect and utilize data from various sources. Users can access and analyze data from multiple systems and databases, enhancing the depth and breadth of analytics.

**Model Versioning and Management**: According to the vendor, FICO Analytics Workbench supports model versioning and management to ensure that the most up-to-date and accurate models are deployed. Users can easily track and manage different versions of models, enabling efficient model governance and maintenance.

**Automated Alerts and Notifications**: The vendor claims that users can configure alerts and notifications to be notified of any issues or anomalies detected in the behavior of deployed models. This proactive monitoring helps users identify and address potential problems promptly, ensuring the reliability and effectiveness of models.

FICO Analytics Workbench (replacing FICO Model Builder) is a predictive analytics and modeling tool, from FICO.

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FICO Analytics Workbench

Data Science

FICO

Platform Connectivity

Ability to connect to a wide variety of data sources

Connect to Multiple Data Sources

Ability to connect to a wide variety of data sources including data lakes or data warehouses for data ingestion

Extend Existing Data Sources

Use R or Python to create custom connectors for any APIs or databases

Automatic Data Format Detection

Automatic detection of data formats and schemas

MDM Integration

Integration with MDM and metadata dictionaries

Data Exploration

Ability to explore data and develop insights

Visualization

The product’s support and tooling for analysis and visualization of data.

Interactive Data Analysis

Ability to analyze data interactively using Python or R Notebooks

Data Preparation

Interactive Data Cleaning and Enrichment

Access to visual processors for data wrangling

Data Transformations

Use visual tools for standard transformations

Data Encryption

Built-in Processors

Library of processors for data quality checks

Platform Data Modeling

Multiple Model Development Languages and Tools

Access to multiple popular languages, tools, and packages such as R, Python, SAS, Jupyter, RStudio, etc.

Automated Machine Learning

Tools to help automate algorithm development

Single platform for multiple model development

Single place to build, validate, deliver, and monitor many different models

Self-Service Model Delivery

Multiple model delivery modes to comply with existing workflows

Model Deployment

Tools for deploying models into production

Flexible Model Publishing Options

Publish models as REST APIs, hosted interactive web apps or as scheduled jobs for generating reports or running ETL tasks.

Security, Governance, and Cost Controls

Built-in controls to mitigate compliance and audit risk with user activity tracking

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FICO Analytics Workbench
Formerly FICO Model Builder

Overview

What is FICO Analytics Workbench?