Predictive Analytics
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Top 38 Predictive Analytics & Prescriptive Analytics Software
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Top 38 Predictive Analytics & Prescriptive Analytics Software

Top 38 Predictive Analytics & Prescriptive Analytics Software
4.8 (95.09%) 175 ratings

Predictive analytics uses data mining, machine learning and statistics techniques to extract information from data sets  to determine patterns and trends and predict future outcomes. The future of business is never certain, but predictive analytics makes it clearer. Incorporating this software into your business is a sure way of taking a peek into what is likely to happen beyond the present and manipulating it to your advantage.

Predictive analytics uses different methods of analyzing and interpreting various data to create a near accurate forecast of events that are likely to occur in some sectors of your business which impacts its overall performance.

Predictive analytics can be used to gauge future customer or client reactions to specific measures that your company takes, and this is important for your customer relations management (CRM). It not only helps make decisions that maintain good customer relations but also captures their loyalty and identify important trends. The software can also be used for various purposes such as determining the impact of taking certain risks as well as manipulating the market to maintain a strong competitive advantage

What are the Top Predictive Analytics Software: Periscope Data, Google AI Platform, Anaconda, Rapid Insight Veera, Microsoft Azure, SAP Predictive Analytics, Alteryx Analytics, DataRobot, IBM Predictive Analytics, RapidMiner Studio, Dataiku DSS, KNIME Analytics Platform, SAS Predictive Analytics, H2O.ai, Oracle Data Mining ODM, GoodData, WebFOCUS Platform, Altair, TIBCO Spotfire, MATLAB, Mathematica, AdvancedMiner, Analytic Solver, ABM, Viscovery Software Suite, FICO Model Central, Salford Systems SPM, TIMi Suite, DMWay, Feature Labs, Vanguard Business Analytics Suite, CMSR Data Miner Suite are the top predictive analytics software.

What are the Top Prescriptive Analytics Software: IBM Prescriptive Analytics, Profitect, NGData, Ayata, AIMMS, LIONoso are the top prescriptive analytics software.

What are Predictive Analytics Software?

Predictive analytics is the branch of the advanced analytics which is used to make predictions about unknown future events. Predictive analytics uses many techniques from data mining, statistics, modeling, machine learning, and artificial intelligence to analyze current data to make predictions about future.

Predictive analytics is a branch of analytics that uses different statistical methods, tools, and techniques to make predictions on future events that are not known. It uses techniques from artificial intelligence, data mining, machine learning, statistical algorithms, and modeling. The software makes an in-depth analysis of current data to identify patterns in transactions or historical events that help the business identify strengths, threats, and opportunities. Techniques such as data mining and even text analytics will help your firm to define relationships in both structured and unstructured data that assists in weighing risk and creating predictive intelligence.

Predictive analysis is especially useful in project management in analyzing risks and follows a process that includes a definition of the project, collection, and interpretation of data, analysis of derived statistics and predictive modeling. The software is used in various fields including customer relations management, child welfare, health industry and even by the federal government for the detection of fraud.

You may also like to review the free predictive analytics software from the solutions vendors of predictive modeling solutions.

  • Automatic preparation of data: This feature enables the software to collect, analyze and prepare data very fast. It works with big data and can analyze spreadsheets with up to five thousand cell. This not only fastens the process but also gives accurate and predictable output.
  • Predictive modeling: The program employs artificial intelligence capabilities that enable it to access and work with a variety of models using automation and configuration.
  • Analysis of network and links: Predictive analytics software can analyze and draw out any connections and relationships between any given data. This feature is particularly useful in CRM as it makes it possible to examine associations between customers and point out those with the most influential positions.
  • Ease of management: All you need to do is install the software into the necessary sections, lines, and processes of your business. If you ensure that it runs at its best performance, you will gain some critical insights into your business which are essential in the overall decision making.
  • Embedded predictive insights: The software updates data and acts on it to generate up-to-date probabilities whenever new events occur.

Top Predictive Analytics Software

Periscope Data, Google AI Platform, Anaconda, Rapid Insight Veera, Microsoft Azure, SAP Predictive Analytics, Alteryx Analytics, DataRobot, IBM Predictive Analytics, RapidMiner Studio, Dataiku DSS, KNIME Analytics Platform, SAS Predictive Analytics, H2O.ai, Oracle Data Mining ODM, GoodData, WebFOCUS Platform, Altair, TIBCO Spotfire, MATLAB, Mathematica, AdvancedMiner, Analytic Solver, ABM, Viscovery Software Suite, FICO Model Central, Salford Systems SPM, TIMi Suite, DMWay, Feature Labs, Vanguard Business Analytics Suite, CMSR Data Miner Suite are the top predictive analytics software .

Predictive Analytics Software
PAT Index™
 
 
 
 
 
 
 
Alteryx Analytics
 
 
 
RapidMiner
 
 
 
SAS Visual Analytics
 
 
Oracle Data Mining
 
 
 
Angoss Decision Trees
 
 
 
 
 
 
 
Viscovery Software Suite
 
 
 
TIMi Suite
 
 
 
 
CMSR Data Miner
1

Periscope Data

Periscope Data
Periscope Data

Periscope Data is an end-to-end BI and analytics solution that lets you quickly connect your data, then analyze, visualize and share insights. Periscope Data can securely connect and join data from any source, creating a single source of truth for your organization. Perform BI reporting and advanced analytics operations all from one integrated platform. Communicate insights more effectively by selecting from Periscope Data’s wide range of visualization options (including standard charts, statistical plots, maps and more) and instantly share real-time insights via direct linking, email or Slack. Periscope Data is a data analysis tool that unifies business data across multiple…

Overview
Features

•One Tool For All Your Data Needs
•Enable data experts to answer more complex questions, quickly.
•SQL Editor Built By Experts, For Experts
•Advanced Analytics With Python And R
•Intuitive Drag-and-Drop Interface

Price

Contact for Pricing

What is best?

•Enable data experts to answer more complex questions, quickly.
•Intuitive Drag-and-Drop Interface
•Ensure Control, Consistency and Trust

What are the benefits?

•One Tool For All Your Data Needs
•Tailored For Every Workload
•Combine all of your data sources into a single platform for powerful analysis and insights

Bottom Line

Periscope Data is a data analysis tool that unifies business data across multiple different data sources.

7.9
Editor Rating
8.4
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6 ratings
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Periscope Data

2

Google AI Platform

Google AI Platform

AI Platform makes it easy for machine learning developers, data scientists, and data engineers to take their ML projects from ideation to production and deployment, quickly and cost-effectively. From data engineering to “no lock-in” flexibility, AI Platform’s integrated tool chain helps you build and run your own machine learning applications. AI Platform supports Kubeflow, Google’s open-source platform, which lets you build portable ML pipelines that you can run on-premises or on Google Cloud without significant code changes. And you’ll have access to cutting-edge Google AI technology like TensorFlow, TPUs, and TFX tools as you deploy your AI applications to production.…

Overview
Features

• Cloud-based Machine Learning
• Customer Sentiment Analysis
• Spam Detection
• Recommendation Systems
• Sentiment Analysis
• Purchase Prediction

Price

Contact for Pricing

What is best?

• Cloud-based Machine Learning
• Customer Sentiment Analysis
• Spam Detection

What are the benefits?

•State-of-the-art security system
•Convenient pricing scheme
•Long-term use guaranteed

Bottom Line

Prediction API can integrate with Google App Engine, and the RESTful API is available through libraries for many popular languages, such as Python, JavaScript and .NET.

9.5
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8.0
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18 ratings
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Google AI Platform

3

Anaconda

Anaconda

Anaconda is an open data science platform powered by Python. The open source version of Anaconda is a high performance distribution of Python and R and includes over 100 of the most popular Python, R and Scala packages for data science. There is also access to over 720 packages that can easily be installed with conda, the package, dependency and environment manager, that is included in Anaconda. Includes the most popular Python, R & Scala packages for stats, data mining, machine learning, deep learning, simulation & optimization, geospatial, text & NLP, graph & network, image analysis. Featured packages include: NumPy,…

Overview
Features

• Analytics Workflows
• Analytics Interaction
• High Performance Distribution
• Data Engineering
• Advanced Analytics
• High Performance Scale Up
• Reproducibility
• Analytics Deployment

Price

Contact for Pricing

Website
What is best?

• Analytics Workflows
• Analytics Interaction
• High Performance Distribution

What are the benefits?

• Accelerate streamline of data science workflow from ingest through deployment
• Connect all data sources to extract the most value from data
• Create, collaborate and share with the entire team

Bottom Line

Anaconda Distribution gives superpowers to people that change the world with high performance, cross-platform Python and R that includes the best innovative data science from open source.

7.7
Editor Rating
8.2
Aggregated User Rating
17 ratings
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Anaconda

4

Rapid Insight Veera

Rapid Insight products enable users to turn their raw data into actionable information. The company's analytic software simplifies the extraction and analysis of data, enabling clients ranging from small businesses to Fortune 500 companies to fully utilize their information for data-driven decision making. Rapid Insight Veera is a solution that eliminates the complexity of working with data with an easy to use visual interface. It helps to create a repeatable process without the need for complex programming. Its easy-to-use visual interface eliminates the complexity of working with your data. The solution integrates data from disparate sources and formats and effortlessly…

Overview
Features

• Predictive Modeling
•Analyze the Past
•Understand the Present
•Predict the Future
• Data Blending
• Access any data from any source in any format
•SQL, Oracle, Excel, Access, Hadoop, Salesforce, Teradata, text, MySQL, Vertica, Splunk, Aster Data, Amazon Redshift
•Develop visual workflows
•Drag and drop UI that requires no coding
•Develop your own ad-hoc analyses
•Build datasets for predictive modeling
•Share results via the Cloud, email, or directly
•Seamlessly integrate with other tools like Python, R and Tableau
• Cloud-Based Reporting
•Merge data sources
•Share reports, dashboards and visualizations
•Schedule and automate updates
•Facilitate team discussion
•View shared reports on your phone, tablet or computer

Price

Contact for Pricing

What is best?

• Predictive Modeling
•Analyze the Past
•Understand the Present

What are the benefits?

• Merge data sources to create dashboards that address business needs.
• Share reports, dashboards and visualizations with your team on their personal RIO (rapid insight online) webpage with a single click.
• Schedule and automate updates for mission critical reporting.

Bottom Line

Rapid Insight Veera is a solution that eliminates the complexity of working with data with an easy to use visual interface. It helps to create a repeatable process without the need for complex programming.

7.6
Editor Rating
8.5
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4 ratings
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Rapid Insight Veera

5

Microsoft Azure

Microsoft Azure Machine Learning offers cloud based advanced analytics designed to simplify machine learning for business. Business users can model their way, with best in class algorithms from Xbox, Bing, R or Python packages, or by dropping in custom R or Python code. The finished model can then be deployed in minutes as a web service, which can connect to any data, anywhere. It can also be published out to the community in the product Gallery or into the Machine Learning Marketplace. In Machine Learning Marketplace the application programming interfaces (APIs) and finished services are available. By connecting data on…

Overview
Features

• Digital Marketing
• Mobile
• E-Commerce
• LOB Applications
• SharePoint on Azure
• Dynamics on Azure
• SAP on Azure
• Red Hat on Azure
• DevOps
• Development and Test
• Monitoring
• Business Intelligence
• Big Data and Analytics
• Data Warehouse
• Business SaaS Apps
• Cloud Migration
• Hybrid Integration
• Backup and Archive
• Disaster Recovery
• Internet of Things
• Digital Media
• High Performance Computing
• Blockchain
• Microservice Applications
• Gaming
• Mainframe Migration

Price

•App Service – Starting From FREE Every Month
•Virtual Machines – Starting From $13 / month
•SQL Database – Starting From $4.99 / month

What is best?

• Digital Marketing
• Mobile
• E-Commerce

What are the benefits?

• Mobile enabled
• Cloud based
• Supports any operating system, language, tool and framework.

Bottom Line

Microsoft Azure Machine Learning offers cloud based advanced analytics designed to simplify machine learning for business. Business users can model their way, with best in class algorithms from Xbox, Bing, R or Python packages, or by dropping in custom R or Python code.

9.4
Editor Rating
7.7
Aggregated User Rating
34 ratings
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Microsoft Azure

6

SAP Predictive Analytics

SAP Predictive Analytics : SAP Predictive Analysis is a statistical analysis, data mining and predictive analytics solution. The solution enables to build predictive models to discover hidden insights and relationships in data, in order to make accurate predictions about future events. SAP’s predictive analytics software works with the legacy data environment as well as with the SAP Platform data sources. SAP Predictive Analysis inherits data acquisition and data manipulation functionality from SAP Lumira. Power Users can extend SAP Predictive Analytics and customize the functionality of SAP Predictive Analysis by adding their own R-Scripts. This is done using the Custom R…

Overview
Features

• Automate data prep, predictive modeling, and deployment – and easily retrain models
• Harness in-database predictive scoring for a wide variety of target systems
• Leverage advanced visualization capabilities to quickly reveal insights
• Integrate with R to enable a large number of algorithms and custom R scripts
• Deploy SAP Predictive Analytics stand-alone or with SAP HANA

Price

Contact for Pricing

What is best?

• Automate data prep, predictive modeling, and deployment – and easily retrain models
• Harness in-database predictive scoring for a wide variety of target systems
• Leverage advanced visualization capabilities to quickly reveal insights

What are the benefits?

• Integrate with R.
• Harness in database predictive scoring.
• End to end model management.

Bottom Line

SAP Predictive Analysis is a statistical analysis, data mining and predictive analytics solution. The solution enables to build predictive models to discover hidden insights and relationships in data, in order to make accurate predictions about future events.

9.3
Editor Rating
5.6
Aggregated User Rating
44 ratings
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SAP Predictive Analytics

7

Alteryx Analytics

Alteryx Analytics portfolio includes Alteryx Designer, Alteryx Server and Alteryx Analytics Gallery. Alteryx Designer allows to blend internal, third-party, and cloud-based data, build powerful R-based predictive and spatial analytics applications without any programming and share deep data insight with business decision makers. Predictive modeling techniques, such as logical regression or decision trees, clustering techniques such as K-centroid clustering and principle component analysis, data investigation techniques, such as scatter plots and association analysis- all can be included with out any programming using Alteryx Designer. Alteryx Server, scale the critical analytic workflows to meet data and analytic requirements, schedule multiple workflows and…

Overview
Features

• Cloud-based, run-time solution
• Empower everyone to make data driven decisions
• Create a secure, private studio for analytic apps
• Customize and run analytic apps from the cloud
• Desktop-based, design-time solution
• Prep and blend all data in a repeatable workflow
• Run predictive, spatial, and statistical analytics without coding
• Output analytic results to all popular formats

Price

•1 Year Subscription (Per User, Per Year)- Alteryx Analytics Gallery - $1,950, Alteryx Designer - $5,195, Alteryx Server - $58,500

What is best?

• Cloud-based, run-time solution
• Empower everyone to make data driven decisions
• Create a secure, private studio for analytic apps

What are the benefits?

• Perform advanced analytics
• Share analysis with decision makers
• Eliminate redundant work

Bottom Line

Alteryx Designer allows to blend data, build powerful R-based predictive and spatial analytics applications.Alteryx Server, scale the critical analytic workflows to meet data and analytic requirements, schedule multiple workflows and publish and share analytic applications the organization. Alteryx Analytics Gallery lets to consume, share and publish analytic apps and macros .

7.7
Editor Rating
7.7
Aggregated User Rating
5 ratings
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Alteryx Analytics

8

DataRobot

DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time. DataRobot offers a machine learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a fraction of the time it used to take. The technology addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. The DataRobot platform uses massively parallel processing to train…

Overview
Features

•Drag and drop dataset
•Automatically built and evaluate 100s of models
•Deploy Top models
•Make predictions and get insights

Price

Contact for Pricing

What is best?

•Drag and drop dataset
•Automatically built and evaluate 100s of models
•Deploy Top models

What are the benefits?

•Build 100s of Models In One Click
•Explore Top Models and Get Insights
•Deploy Best Model and Make Predictions

Bottom Line

The DataRobot platform uses massively parallel processing to train and evaluate 1000's of models in R, Python, Spark MLlib, H2O and other open source libraries. It searches through millions of possible combinations of algorithms, pre-processing steps, features, transformations and tuning parameters to deliver the best models for your dataset and prediction target

7.7
Editor Rating
5.8
Aggregated User Rating
70 ratings
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DataRobot

9

IBM Predictive Analytics

IBM Predictive Analytics : IBM offers easy to use predictive analytics products and solutions that meet the specific needs of different users and skill levels from beginners to experienced analysts. IBM Predictive Ananlytics software helps the business to transform data into predictive insights to guide front-line decisions and interactions, predict what customers want and will do next to increase profitability and retention, maximize the productivity, processes and assets, detect and prevent threats and fraud before they affect the organization and perform statistical analysis including regression analysis, cluster analysis and correlation analysis. IBM Predictive Analytics software portfolio includes IBM SPSS Modeler,…

Overview
Features

• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques
• Open source statistical software tools

Price

Contact for Pricing

What is best?

• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques

What are the benefits?

• Build and deploy predictive models directly into your business processes
• Use multi-faceted predictive analytics capabilities in a single solution
• Amplify the power of your statistical analytics with R, Python and more

Bottom Line

IBM Predictive Analytics software portfolio includes IBM SPSS Modeler, IBM SPSS Analytic Server, IBM SPSS Statistics, SPSS Predictive Analytics Enterprise, IBM Analytical Decision Management, IBM SPSS Data Collection and IBM Social Media Analytics.

9.4
Editor Rating
7.6
Aggregated User Rating
7 ratings
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IBM Predictive Analytics

10

RapidMiner Studio

RapidMiner Studio is a visual design environment for rapidly building complete predictive analytic workflows. It provides a deep library of machine learning algorithms, data preparation and exploration functions, and model validation tools to support all your data science projects and use cases. Data science teams can easily re-use existing R and Python code, and add new functionality via a large marketplace of pre-built extensions. RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application…

Overview
Features

• Unified Platform
• Visual Workflow Design
• Breadth of Functionality
• Open Source Innovation
• Broad Connectivity
• Data Science at Every Scale

Price

Contact for Pricing

What is best?

• Unified Platform
• Visual Workflow Design
• Breadth of Functionality

What are the benefits?

• Visual workflow design
• Breadth of functionality
• Open source innovation

Bottom Line

RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development.

9.5
Editor Rating
7.2
Aggregated User Rating
21 ratings
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RapidMiner Studio

11

Dataiku DSS

Dataiku DSS is the collaborative data science platform that enables teams to explore, prototype, build, and deliver their own data products more efficiently. Dataiku DSS provides an interactive visual interface where they can point, click, and build or use languages like SQL to data wrangle, model, easily re-run workflows, visualize results, and get up-to-date insights on demand. Dataiku DSS provides tools to draft data preparation and modelisation in seconds, that wish to leverage their favorite ML libraries (scikitlearn, R, MLlib, H2O, and so on), and that rely on automating their work in a completely customizable interface. Data Ops. It also…

Overview
Features

• Connectivity
• Data Wrangling
• Machine Learning
• Data Mining
• Data Visualization
• Data Workflow
• Realtime Scoring
• Code Or Click
• Collaboration
• Deployment
• Enterprise Readiness

Price

Contact for Pricing

What is best?

• Connectivity
• Data Wrangling
• Machine Learning

What are the benefits?

• Collaborative Data Science software
• Allows to use customizable drag-and-drop code
• Allows to use more than 20 charts and more than 80 built-in functions

Bottom Line

Dataiku DSS provides an interactive visual interface where they can point, click, and build or use languages like SQL to data wrangle, model, easily re-run workflows, visualize results, and get up-to-date insights on demand. Data Scientists

9.3
Editor Rating
8.4
Aggregated User Rating
15 ratings
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Dataiku DSS

12

KNIME Analytics Platform

KNIME, the Konstanz Information Miner, is an open source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining concept and provides a graphical user interface allows assembly of nodes for data preprocessing, for modeling and data analysis and visualization. KNIME Collaborative Extensions and KNIME Analytics Platform includes KNIME TeamSpace, KNIME Server Lite,KNIME WebPortal, and KNIME Server. KNIME Analytics Platform provides over 1000 data analytic routines, either natively or through R and Weka, for such topics as Univariate and Multivariate Statistics, Data Mining,Time Series, Image Processing, Web Analytics, Text…

Overview
Features

• Powerful Analytics
• Data & Tool Blending
• Open Platform
• Over 1000 Modules and Growing
•Connectors for all major file formats and databases
•Support for a wealth of data types: XML, JSON, images, documents, and many more
•Native and in-database data blending & transformation
•Math & statistical functions
•Advanced predictive and machine learning algorithms
• Workflow control
• Tool blending for Python, R, SQL, Java, Weka, and many more
• Interactive data views & reporting

Price

Contact for Pricing

What is best?

• Powerful Analytics
• Data & Tool Blending
• Open Platform

What are the benefits?

• Churn analysis
• Social media sentiment analysis
• Credit scoring

Bottom Line

KNIME Analytics Platform provides over 1000 data analytic routines, either natively or through R and Weka, for such topics as Univariate and Multivariate Statistics, Data Mining,Time Series, Image Processing, Web Analytics, Text Mining, Network Analysis and Social Media Analysis

9.5
Editor Rating
8.5
Aggregated User Rating
24 ratings
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KNIME Analytics Platform

13

SAS Predictive Analytics

SAS Predictive Analytics : SAS is the leader in business analytics software and services, and the largest independent vendor in the business intelligence market. Through innovative solutions, SAS helps customers at more than 70,000 sites improve performance and deliver value by making better decisions faster. Since 1976 SAS has been helping customers around the world. SAS was developed at North Carolina State University from 1966 until 1976, when SAS Institute was incorporated. SAS was further developed in the 1980s and 1990s with the addition of new statistical procedures, additional components and the introduction of JMP. SAS is headquarted in Cary,…

Overview
Features

• Data Mining
• Statistical Analysis
• Forecasting & Econometrics
• Text Analytics
• Optimization & Simulation

Price

Contact for Pricing

What is best?

• Data Mining
• Statistical Analysis
• Forecasting & Econometrics

What are the benefits?

• Increase bottom line and competitive advantage
• Identify the likelihood of future outcomes based on historical data
• Identify factors leading to reduced quality and production failures

Bottom Line

SAS Predictive Analytics Software portfolio includes, SAS Visual Analytics, SAS Enterprise Miner, SAS Model Manager, SAS High-Performance Data Mining, SAS Scoring Accelerator, SAS Decision Management.

8.2
Editor Rating
4.7
Aggregated User Rating
8 ratings
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SAS Predictive Analytics

14

H2O.ai

H2O is an Open Source Fast Scalable Machine Learning API for Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means etc.H2O makes it possible for anyone to easily apply machine learning and predictive analytics to solve today’s most challenging business problems. H2O was written from scratch in Java and seamlessly integrates with the most popular open source products like Apache Hadoop and Spark to give customers the flexibility to solve their most challenging data problems. H2O’s intuitive web-based Flow graphical user interface or familiar programming environments like R, Python, Java, Scala, JSON, and…

Overview
Features

•Best of Breed Open Source Technology
•Easy-to-use WebUI and Familiar Interfaces
•Data Agnostic Support for all Common Database and File Types
•Massively Scalable Big Data Analysis
•Real-time Data Scoring

What is best?

•Best of Breed Open Source Technology
•Easy-to-use WebUI and Familiar Interfaces
•Data Agnostic Support for all Common Database and File Types

What are the benefits?

• Easy to use WebUI and Familiar interfaces
• Best of breed open source technology
• Massively Scalable big data analysis

Bottom Line

H2O makes it possible for anyone to easily apply machine learning and predictive analytics to solve today’s most challenging business problems.

7.6
Editor Rating
7.3
Aggregated User Rating
12 ratings
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H2O.ai

15

Oracle Data Mining ODM

Oracle Data Mining ODM provides powerful data mining functionality and enables the users to discover new insights in hidden data. Oracle Data Mining ODM has several data mining and data analysis algorithms and is part of Oracle Relational Database Management System Enterprise Edition. These algorithms provide means for creation, manipulation, application, test and deployment of models. They are used for classification, prediction, regression, associations, feature selection, anomaly detection, feature extraction, and specialized analytics. The models are implemented in Oracle database kernel and are stored as database objects. Models can be created using a graphical user interface. Business analysts can do…

Overview
Features

• Active Data Guard
• Advanced Analytics
• Advanced Compression
• Advanced Security
• Database In-Memory
• Database Vault
• TimesTen Application-Tier Database Cache
• Label Security
• Management Packs
• Multitenant
• Online Analytical Processing (OLAP)
• Partitioning
• Real Application Clusters
• Real Application Clusters One Node
• Real Application Testing
• Spatial and Graph

Price

Contact for Pricing

What is best?

• Active Data Guard
• Advanced Analytics
• Advanced Compression

What are the benefits?

• Ability to mine data tables and views.
• Full advantave of database.
• Real time applications.

Bottom Line

Oracle Data Mining ODM provides powerful data mining functionality and enables the users to discover new insights in hidden data. Oracle Data Mining ODM has several data mining and data analysis algorithms and is part of Oracle Relational Database Management System Enterprise Edition .

8.0
Editor Rating
6.5
Aggregated User Rating
7 ratings
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Oracle Data Mining ODM

16

GoodData

The GoodData platform includes advanced distribution and product lifecycle management features to automate the process of maintaining one-to-many cloud deployments. GoodData provides a highly engaging guided analytic exploration experience that drives actionable insights by teaching users best practice techniques through recommendations inside the interface. GoodData’s dashboards are responsive, mobile optimized, and include built-in alert, email and collaboration features to promote sharing across the organization GoodData provides groundbreaking BI for data monetization to enterprises, independent software vendors, and system integrators who seek to unlock the value of data for their business networks with engaging, one-to-many analytics. The intelligent analytics distribution platform…

Overview
Features

• Deliver Packaged Analytics
• Accelerate Time-to-Market without Compromising Functionality
• Enable Hundreds of Thousands of Business Users to Operate on Massive Datasets
• Boost Security and Compliance
• Seamlessly Embed Analytics In-Context
• Deliver Powerful Analytics
• Technical Capabilities

Price

• Free version
•Growth- 200 per year per customer
•Enterprise- Contact for Pricing

What is best?

•Operational reporting, strategic analytics and exploratory analytics
•Mobile support and Email alerts
•Responsive visualizations throughout

What are the benefits?

•Centralized provisioning, subscriber, and lifecycle management
•Benchmarks, scorecards, and data enrichment that increase your business network insights
•Efficient analytics authoring for distribution to network

Bottom Line

GoodData provides groundbreaking BI for data monetization to enterprises, independent software vendors, and system integrators who seek to unlock the value of data for their business networks with engaging, one-to-many analytics.

7.7
Editor Rating
8.2
Aggregated User Rating
5 ratings
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GoodData

17

WebFOCUS Platform

WebFOCUS, is a comprehensive and flexible BI and analytics platform, offers simple to sophisticated analytical tools and apps that enable the visual exploration and answering of a broad range of business questions for users inside and outside the enterprise. Three editions of the product are designed to deliver the many benefits of governed self-service apps and tools to your entire universe of business stakeholders, from management to employees to partners to customers to citizens. WebFOCUS offers self-service analytics with Dashboards and scorecards give executives and managers a high-level view of critical indicators and metrics, Self-service tools allow users to easily…

Overview
Features

• Data Discovery
• Predictive Analytics
• Reporting
• Dashboards
• In-Document Analytics
• Location Analytics
• Big Data and the Internet of Things

Price

Contact for Pricing

What is best?

• Big Data and the Internet of Things
• Sentiment and Word Analytics
• BI and Analytics Smart Search

What are the benefits?

• Sentiment and Word Analytics
• BI and Analytics Smart Search
• Natural Language Generation (NLG)

Bottom Line

Information Builders’ WebFOCUS BI and analytics platform delivers rich, consumable, interactive information to a wide range of stakeholders. This ensures that all employees have access to sophisticated, customizable BI technology for improved decision-making, without requiring technical abilities or necessitating the involvement of IT

8.3
Editor Rating
8.2
Aggregated User Rating
5 ratings
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WebFOCUS Platform

18

Altair

Angoss is a global leader in delivering predictive analytics to businesses looking to improve performance across risk, marketing and sales. The Angoss portfolio includes a suite of desktop, client-server and big data analytics software products and cloud solutions. The predictive analytics software suite includes: KnowledgeSEEKER, KnowledgeSTUDIO, and KnowledgeREADER all with best-in-class Decision Trees and Strategy Trees. Fully hosted and managed KnowledgeCLOUD solutions provide industry leading analytics for organizations that need in-house specialization. Solutions also include KnowledgeSCORE for lead and opportunity scoring, FundGUARD for asset management, and ClaimGUARD for insurance fraud detection. Many of the world’s leading financial services, insurance, telco,…

Overview
Features

• Risk Analytics
• Customer Analytics
• Marketing Analytics
• Prescriptive Analytics
• Text & social Analytics
• Sales Analytics

Price

Contact for Pricing

What is best?

• Risk Analytics
• Customer Analytics
• Marketing Analytics

What are the benefits?

• Improve risk.
• Intelligent data.
• Clear and detailed info'.

Bottom Line

Angoss is a global leader in delivering predictive analytics to businesses looking to improve performance across risk, marketing and sales. The Angoss portfolio includes a suite of desktop, client-server and big data analytics software products and cloud solutions.

8.0
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8.0
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Altair

19

TIBCO Spotfire

TIBCO Spotfire provides interactive dashboards, visualizations, and predictive and event-driven analytics, to develop unexpected insights immediately on any device. Spotfire is an enterprise class analytics platform that helps both business and technical users quickly explore data to develop actionable insights, without requiring IT intervention. Spotfire meets the analytic needs of users across the enterprise with data discovery and ad-hoc analysis, interactive reporting and dashboards, domain-specific applications, event-driven real-time analysis, and powerful predictive analytics. All these capabilities are delivered from a single product architecture. Spotfire Analyst makes comprehensive analytics fast and easy for a variety of users, allowing them to gain…

Overview
Features

• Data Discovery
• Data Wrangling
• Predictive Analytics
• Big Data Analytics
• Location Analytics
• Enterprise Scale Analytics

Price

Contact for Pricing

What is best?

• Data Discovery
• Data Wrangling
• Predictive Analytics

What are the benefits?

• Smart visual data discovery
• Immersive data wrangling
• Predictive analytics your way

Bottom Line

TIBCO’s Predictive Analytics, Spotfire Platform includes Spotfire Statistics Services, Enterprise Runtime for R and Predictive Modeling Tool.

7.8
Editor Rating
9.0
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6 ratings
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TIBCO Spotfire

20

MATLAB

MATLAB is the easiest and most productive software for engineers and scientists. Whether engineers are analyzing data, developing algorithms, or creating models, MATLAB provides an environment that invites exploration and discovery. MATLAB combines a high-level language with a desktop environment tuned for iterative engineering and scientific workflows. The matrix-based MATLAB language is the world’s most natural way to express computational mathematics. Linear algebra in MATLAB looks like linear algebra in a textbook. This makes it straightforward to capture the mathematics behind users ideas, which means the code is easier to write, easier to read and understand, and easier to maintain.…

Overview
Features

•High-level language for scientific and engineering computing
•Desktop environment tuned for iterative exploration, design, and problem-solving
•Graphics for visualizing data and tools for creating custom plots
•Apps for curve fitting, data classification, signal analysis, and many other domain-specific tasks
•Add-on toolboxes for a wide range of engineering and scientific applications
•Tools for building applications with custom user interfaces
•Interfaces to C/C++, Java, .NET, Python, SQL, Hadoop, and Microsoft Excel
•Royalty-free deployment options for sharing MATLAB programs with end users

Price

Contact for pricing

What is best?

•High-level language for scientific and engineering computing
•Desktop environment tuned for iterative exploration, design, and problem-solving
•Graphics for visualizing data and tools for creating custom plots

What are the benefits?

• Integrate with model based design
• Run on embedded devices
• Deploy to enterprise applications

Bottom Line

MATLAB helps you take your ideas beyond the desktop. You can run your analyses on larger data sets and scale up to clusters and clouds. MATLAB code can be integrated with other languages, enabling you to deploy algorithms and applications within web, enterprise, and production systems.

7.6
Editor Rating
7.7
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3 ratings
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MATLAB

21

Mathematica

Mathematica provides a single integrated, continually expanding system that covers the breadth and depth of technical computing. It has nearly 5,000 built-in functions covering all areas of technical computing—all carefully integrated so they work perfectly together and all included in the fully integrated Mathematica system. Mathematica not only work on the numbers but everything that involves technical computing such as neural networks, machine learning, image processing, geometry, data science, visualizations and much more. Mathematica provides a progressively higher-level environment in which as much as possible is automated, users can still work as efficiently as possible without the need of understanding…

Overview
Features

•24/7 Enterprise Support
•Enterprise CDF Development
•Mathematica Online
•Seamless Cloud Integration
•Full Access to the Wolfram Language and Knowledgebase

Price

•Standard Cloud $920 /year
•Standard Desktop $1,835
•Standard Desktop/Cloud $2,020
•Enterprise $5,145

What is best?

•24/7 Enterprise Support
•Enterprise CDF Development
•Mathematica Online

What are the benefits?

• Access knowledge-based programming
• Access to real-time worldwide data
• Offers seamless cloud integration

Bottom Line

Mathematica excels across all areas of technical computing—including neural networks, machine learning, image processing, geometry, data science, visualizations, and much more

7.6
Editor Rating
8.0
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2 ratings
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Mathematica

22

AdvancedMiner

AdvancedMiner is an integrated analytical tool for data processing, analysis and modeling. With a graphical interface (Workflow) it offers a complete and user-friendly environment for data exploration. Advanced miner allows for data processing. AdvancedMiner provides features for extracting and saving data from/to different database systems and files, performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes, graphical and interactive data exploration, outlier filtering, supplying missing values, PCA, various data transformations, building association models, clustering analyses, variable importance analyses, constructing various analytical models with the use of diverse Data…

Overview
Features

•Allow customer segmentation and profiling
•Analyze data and prepare data modals
•Allow data exploration
•Allow fraud detect and risk analysis

Price

Contact for Pricing

What is best?

•Allow customer segmentation and profiling
•Analyze data and prepare data modals
•Allow data exploration

What are the benefits?

• Extracting and saving data from/to different database systems and files.
• Performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes
• Graphical and interactive data exploration

Bottom Line

Advanced miner allows for data processing. AdvancedMiner provides features for extracting and saving data from/to different database systems and files, performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets.

7.8
Editor Rating
9.2
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3 ratings
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AdvancedMiner

23

Analytic Solver

Frontline's Analytic Solver Comprehensive is the integrated tool that enables a business analyst to "do it all in Excel," with point-and-click rapid model-building instead of R or Python programming. It includes all the capabilities of Analytic Solver Data Mining for data visualization, data mining and machine learning, text mining, and time series forecasting; all the capabilities of Analytic Solver Simulation for Monte Carlo simulation and risk analysis, decision trees, simulation optimization, stochastic programming and robust optimization; and all the capabilities of Analytic Solver Optimization, by far the leading tool for large-scale conventional optimization in Excel. With point-and-click ease, enterprise-grade power,…

Overview
Features

•Allow data mining, predictive analysis and data visualization
•Easy to use interface
•Built in feature in Excel
•Can manage large data sets
•Perform statistical procedures

Price

Contact for Pricing

What is best?

•Allow data mining, predictive analysis and data visualization
•Easy to use interface
•Built in feature in Excel

What are the benefits?

• Data/Text mining.
• Conventional optimization.
• Monte Carlo simulation.

Bottom Line

Features include easily explore, visualize and transform your data, use feature selection to find variables that matter, apply text mining for insights from comments, use the most popular time series forecasting methods. Provides advanced multiple linear and logistic regression, ensembles of classification and regression trees neural networks for classification and prediction and association rules for recommendation systems.

7.7
Editor Rating
8.1
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1 rating
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Analytic Solver

24

ABM

ABM automatically builds predictive models which forecast the future behavior of your clients. It requires no programming skills or advanced statistical knowledge of model construction. And it takes only few minutes to predict almost anything you want, whether a client will churn, buy your product, pay the loan and more.Provide ABM with historical data about your clients and their behavior. This will be the basis for ABM to learn and build predictive models. The scope of information may include: age, income, place of residence, results of previous campaigns, etc. When collecting a great amount of data about your clients it’s…

Overview
Features

•Automatic dataset preparation
•Comprehensive reports
•3 working modes presenting different approaches to data processing and modeling
•Generating predictions via off-line data scoring
•Automatic building of the best possible predictive model
•Generating scoring code

Price

Contact for Pricing

What is best?

•Automatic dataset preparation
•Comprehensive reports
•3 working modes presenting different approaches to data processing and modeling

What are the benefits?

•Decrease Churn Rate
•Maximize Sales Campaign ROI
•Boost Your Clients Loyalty

Bottom Line

ABM automatically conducts various of analysis and transformation in order to select only those predictors that have the biggest impact on your clients behavior.Algolytics is software development company offering tools for Predictive Analytics, Data Quality, Social Network Analysis and other advanced data analysis tasks. It serves leading companies from telecommunication and finance sector, by implementing solutions for customer analytics, marketing and credit risks management.

7.7
Editor Rating
10
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1 rating
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ABM

25

Viscovery Software Suite

Viscovery Software Suite, help customers uncover high value insights in complex data sets and offers a selection of software for predictive analytics and data mining designed to comprehensively address the needs of business and technical users. The Software suite consists of Viscovery Profiler, Viscovery Predictor, Viscovery Scheduler, Viscovery Decision Maker, Viscovery One(2)One Engine and Viscovery SOMine. Viscovery Profiler offers explorative data mining, visual cluster analysis, segmentation, and profiling with features including Workflow Orientation, visual representation, statistical information and reports. Viscovery Predictor offers a generation of linear and non linear predictive models and scorings. The system enables workflow-oriented prediction, scoring, and…

Overview
Features

• Mature, reliable software, under continual development for more than 20 years
• Workflow navigation through analytical projects
• Self-explanatory user interface
• Comprehensive data mining capabilities
• Predictive marketing
• Explorative data mining
• Customer behavior modeling
• Risk analysis
• Business performance analysis
• Demand chain management
• Text mining
• Industrial process optimization
• Database imaging and querying
• Data quality assurance

Price

Contact for Pricing

What is best?

• Mature, reliable software, under continual development for more than 20 years
• Workflow navigation through analytical projects
• Self-explanatory user interface

What are the benefits?

• User friendly interface
• Comprehensive data mining capabilities
• Predictive marketing

Bottom Line

The Software suite consists of Viscovery Profiler, Viscovery Predictor, Viscovery Scheduler, Viscovery Decision Maker, Viscovery One, One Engine and Viscovery SOMine.

7.6
Editor Rating
8.3
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2 ratings
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Viscovery Software Suite

26

FICO Model Central

FICO Model Central, is a powerful analytic model management solution which provides consistent end-to-end model governance, a central repository for all of an organization's analytic models, and advanced workflow management. Analytic models are at the heart of an organization's decision-making process, and increased regulatory oversight requires that businesses employ an approved model development and monitoring process, and retain comprehensive documentation of key decisions made throughout the model lifecycle. FICO is a leading analytics software company, and provides analytics software and tools used across multiple industries to manage risk, fight fraud, build more profitable customer relationships, optimize operations and meet strict…

Overview
Features

• Automates compliance tasks so analysts can focus on model improvement
• Minimizes compliance risk with comprehensive audit trails
• Easily embeds models within decision services to improve customer interactions
• Enhances performance of all decision components through faster identification of degradation
• Provides alerts and visualization to prioritize and speed model updates
• Deploys models into production faster regardless of vendor (SAS, SPSS, R and others)

What is best?

• Automates compliance tasks so analysts can focus on model improvement
• Minimizes compliance risk with comprehensive audit trails
• Easily embeds models within decision services to improve customer interactions

What are the benefits?

• Accurate audit trials
• Centralized model management
• Minimize compliance risk

Bottom Line

FICO Model Central provides streamline model validation time by 60%, speed model deployment by as much as 80%, reduce deployment costs by up to 50%, minimize compliance risk with comprehensive audit trails and enhance model performance through faster identification of model degradation.

7.6
Editor Rating
8.0
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1 rating
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FICO Model Central

27

Salford Systems SPM

SPM Salford Predictive Modeler software suite is a highly accurate and ultra-fast analytics and data mining platform for creating predictive, descriptive, and analytical models from databases of any size, complexity, or organization. This suite of data mining tools includes Salford Systems' flagship products of CART, MARS, TreeNet, and Random Forests. Salford Systems SPM’s brainpower includes more than 70 pre packaged automated scenarios that are inspired by how leading model analysts build their work.Salford Systems SPM currently offers 4 different product versions that users can choose from depending on what they need for the company. The Basic Version provides data mining,…

Bottom Line

SPM software suite's automation accelerates the process of model building by conducting substantial portions of the model exploration and refinement process for the analyst.

9.0
Editor Rating
8.9
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5 ratings
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Salford Systems SPM

28

TIMi Suite

The TIMi Suite is a complete and integrated suite of datamining tools that are covering all analytical needs for enterprise! The TIMi Suite produces reliable predictive analyses & segmentation analyses that give the best business-insight about B2B or B2C market, advertising campaigns and more. The TIMi Suite software is a real decision-making support system helping with good pro-active management. With TIMi, companies can capitalize on their corporate data to develop new ideas, to make business critical decisions and boost their corporate performance. TIMi enables better decisions at every management level. Through predictive analysis, TIMi produces extensive colorful Excel reports containing…

Overview
Features

•Extremely Large Datasets
•Extremely fast and advanced analytical engine
•The analytical engine of TIMi (which creates the predictive models) is 100% automated
•Complete documentation of the algorithms
•All computations can be conducted in "interactive mode" (with the mouse) or in "batch mode" creates a predictive model
•Estimation of the quality of the generated predictive models
•Data Audit

Price

Contact for Pricing

What is best?

•Extremely Large Datasets
•Extremely fast and advanced analytical engine
•The analytical engine of TIMi (which creates the predictive models) is 100% automated

What are the benefits?

• Reduces costs
• Reduces lengthy data quality pre-treatment steps
• Colorful excel reports

Bottom Line

TIMi is a user-friendly GUI tools for predictive modelling, with high scalability, high speed, high ROI & high prediction accuracy (a recurrent top winner at KDD cups). TIMi allows you to create very accurate predictive models for any kind of prediction: binary targets, continuous targets, multi-class targets.

7.5
Editor Rating
8.4
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3 ratings
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TIMi Suite

29

DMWay

The DMWay Analytics Engine is a robust solution available that provides the highest level of modeling. The Analytic engine has been designed to model the steps taken by experienced data scientists in order to build accurate and effective analytics model. This innovative solution is made possible by using an expert system approach, rather than a “robotic” approach, to build models that mimic the way that an experienced data scientist goes about when building large-scale predictive models. The DMWay scoring engine is the tool recommended for businesses seeking assistance in the deployment of the predictive analytics results provided by the Analytics…

Overview
Features

•Meaningful models that can be validated and provide insight to domain experts
•Optimizing the algorithms (e.g., linear regression) behind the modeling process to cope with a multitude of attributes
•On-demand solution
•Single and multi-core options to scale up the analytic process and increase speed
•Rich set of tools for easy deployment in various environments by generating the model scoring code in R, Java and

Price

Contact for Pricing

What is best?

•SQL or use our scoring engine for easy integration.
•Easy integration of our analytic engine within other systems using our REST API allowing scaling up the analytic process.
•Leverage the work of the data scientist by doing the heavy lifting faster

What are the benefits?

•Optimizing Algorithms
•On-demand Solution
•Single and Multi-core Options

Bottom Line

The DMWay Analytics Engine is the most robust solution available that provides the highest level of modeling.The Analytic engine has been designed to model the steps taken by experienced data scientists in order to build accurate and effective analytics model.

7.5
Editor Rating
7.6
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1 rating
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DMWay

30

Feature Labs

Feature Labs enables companies to get the most out of their data by empowering data scientists and help companies achieve their data goals by combining advanced technologies with a focus on providing business value. Feature Labs enables companies to get the most out of their data by empowering data scientists and help companies achieve their data goals by combining advanced technologies with a focus on providing business value. Feature Labs provides advanced prediction and feature engineering empower the new wave of data-driven business, seamlessly unite domain expertise with advanced automation, accelerate creation of new applications and predict the future using…

Overview
Features

•Transform data
•Build optimized models
•Operationalize predictions
•Improves workflow
•Prepares data for learning

Price

•Price:-$52,000 / year

What is best?

•Transform data
•Build optimized models
•Operationalize predictions

What are the benefits?

•Deploy Data Science Solutions
•Accelerate Data Understanding
•Iterate Towards Insight

Bottom Line

Feature Labs provides advanced prediction and feature engineering empower the new wave of data-driven business, seamlessly unite domain expertise with advanced automation, accelerate creation of new applications and predict the future using historical data.

7.5
Editor Rating
6.8
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1 rating
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Feature Labs

31

Vanguard Business Analytics Suite

Vanguard Business Analytics Suite brings scale and visual modeling to predictive analytics tools. Software automation completes the solution, automating forecast-model exercises to determine optimum business plan. Some of the features included are the ability to extrapolate historical performance data to guide strategic planning, balance the risks and rewards of unique course of actions to determine best possible outcomes and determine which assumptions can be beneficial to the company the most. With Vanguard Business Analytics Suite’s Intuitive Web User Interface, users will be able to access the forecast server on any web browser or any mobile devices. This provides availability anytime,…

Overview
Features

•Real Time Monitoring & Troubleshooting
•Historical Call Quality Analytics
•Improve Call Quality and Fix Issues Fast
•Custom Alerts
•Multi-Vendor Monitoring
•Share & Automate Reports

Price

Contact for Pricing

What is best?

•Real Time Monitoring & Troubleshooting
•Historical Call Quality Analytics
•Improve Call Quality and Fix Issues Fast

What are the benefits?

• Forecasting
• Decision tree analysis
• Monte Carlo simulation

Bottom Line

Vanguard Business Analytics Suite brings scale and visual modeling to predictive analytics tools. Software automation completes the solution, automating forecast-model exercises to determine optimum business plan.

7.5
Editor Rating
8.2
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2 ratings
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Vanguard Business Analytics Suite

32

CMSR Data Miner Suite

CMSR Data Miner Suite provides an integrated environment for predictive modeling, segmentation, data visualization, statistical data analysis, and rule-based model evaluation. It also provides integrated analytics and rule-engine environment for advanced power users. Main features of CMSR include Self Organizing Maps (SOM) - Neural Clustering, Neural network predictive modeling, (Cramer) Decision tree classification and Segmentation, Hotspot drill-down and profiling analysis, Regression, Radial Basis Function (RBF) with rule engine and Business rules - Predictive Expert systems shell engines.RME-EP (Rule-based Model Evaluation - Event Processing) has been developed to use SQL-like language which can be learnt by business users and domain experts…

Overview
Features

•Neural network
•CMSR/RME-EP provides neural modeling tools
•Predict numerical scores as well as classifications.
•Neural Clustering
•Decision tree
•Time-series analysis

Price

Contact For Pricing

What is best?

•Neural network
•CMSR/RME-EP provides neural modeling tools
•Predict numerical scores as well as classifications.

What are the benefits?

• Easy to use interface for adding, editing, printing and searching VistA data
• Easily create and customize reports
• Customize permission controls

Bottom Line

RME-EP supports the following predictive models; Neural network, Neural Clustering and Radial Basis Functions, Decision tree, Regression and Time-series analysis.

7.5
Editor Rating
8.2
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1 rating
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CMSR Data Miner Suite

What is Prescriptive Analytics Software

Prescriptive analytics goes beyond predicting future outcomes by suggesting actions to benefit from the predictions and showing the implications of each decision option. In other words, prescriptive analytics not only anticipates what will happen and when it will happen, but also why it will happen.

Prescriptive analytics suggests decision options on how to take advantage of a future opportunity or mitigate a future risk and shows the implication of each decision option. Prescriptive analytics can continually take in new data to re-predict and re-prescribe, thus automatically improving prediction accuracy and prescribing better decision options.

You may also like to review the freeware and open source predictive analytics software solutions from the notable proprietary solutions vendors of predictive modeling solutions.

 

Top Prescriptive Analytics Software

IBM Prescriptive Analytics, Profitect, NGData, Ayata, AIMMS, LIONoso are the top prescriptive analytics software.
Prescriptive Analytics Software
PAT Index™
 
 
 
 
 
 
1

IBM Prescriptive Analytics

IBM prescriptive analytics solutions provide organizations in commerce, financial services, healthcare, government and other highly data-intensive industries with a way to analyze data and transform it into recommended actions almost instantaneously. These solutions combine predictive models, deployment options, localized rules, scoring and optimization techniques to form a powerful foundation for decision management. Prescriptive analytics takes that insight to the next level by suggesting the optimal way to handle that future situation. Organizations that can act fast in dynamic conditions and make superior decisions in uncertain environments gain a strong competitive advantage. IBM Prescriptive Analytics automate complex decisions and trade-offs to…

Overview
Features

•Automate complex decisions and trade-offs
•Mitigate a future risk.
•Proactively update recommendations based on changing events.
•Meet operational goals, increase customer loyalty, prevent threats and fraud, and optimize business processes.

Price

Contact for Pricing

What is best?

•Automate complex decisions and trade-offs
•Mitigate a future risk.
•Proactively update recommendations based on changing events.

What are the benefits?

•Improve operations
•Manage resources more effectively
•Mitigate risk

Bottom Line

These solutions combine predictive models, deployment options, localized rules, scoring and optimization techniques to form a powerful foundation for decision management.

9.5
Editor Rating
8.4
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2 ratings
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IBM Prescriptive Analytics

2

Profitect

Profitect is the leading provider of prescriptive analytics that offer a suite of solutions to help retailers easily understand and act on their data. These actions replace traditional reporting to ensure improved sales and profitability. Instead of sending someone a report to analyze, just tell them the opportunity and prescribe the actions they should take. Profitect’s Profit Amplification software, a pattern-seeking solution, enables retailers to quickly realize increased revenue and reduced costs across the entire retail supply chain. Retailers use multiple business technologies and sources to hold and view data. Profitect is flexible and enables retailers to quickly pull together…

Overview
Features

•Multiple business technologies.
•Intelligently transforms data.
•Warehouse/BI Solution
•Best practice solutions based on a company’s standard
•Constant improvement and resolution of issues leading to increased profits.

Price

Contact for Pricing

What is best?

•Multiple business technologies.
•Intelligently transforms data.
•Warehouse/BI Solution

What are the benefits?

•Establish control of sales behavior
•Use data to enable analysis and results
•Increase on-shelf availability, improve sales

Bottom Line

Profitect is the leading provider of prescriptive analytics. Profitect offers a suite of solutions to help retailers easily understand and act on their data. These actions replace traditional reporting to ensure improved sales and profitability.

8.3
Editor Rating
9.1
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3 ratings
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Profitect

3

NGData

NGDATA helps data-rich companies in financial services, media/publishing and telecom to automate and optimize omni-channel customer interactions.Lily Enterprise, captures data across all channels and provides enterprises with real-time insights to drive superior customer experiences. Lily’s Customer DNA puts the individual at the center of the organization by design, continuously learning from behavior to act consistently and timely for superior experiences. NGDATA is a customer experience solution company and it helps other data-rich companies in media/publishing, telecom, financial services to arrange omnichannel customer interactions. NGDATA has customer management capability and its consulting services can help the people to turn data into…

Overview
Features

Ngdata has customer experience management and data driven solutions. It has business analytics, customer retention strategies.

Price

It has standard pricing and it's pricing is based on volume of data or number of customers. Free trial available. For pricing information, please contact NGDATA.

Bottom Line

Lily’s Customer DNA puts the individual at the center of the organization by design, continuously learning from behavior to act consistently and timely for superior experiences.

8.9
Editor Rating
6.8
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4 ratings
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NGData

4

Ayata

AYATA’s enterprise customers use Prescriptive Analytics software to predict future outcomes of their critical business processes, prescribe decision options, and understand the impact of each decision option. AYATA’s technology is adaptive and thus can continuously facilitate accurate decision-making. Prescriptive Analytics is the science of automatically synthesizing big data, mathematical sciences, business rules and machine learning to make smarter decisions about the future. Ayata’s patent-pending technology can not only predict future outcomes, but also prescribe decision options and the impact of each option. Large corporations have a solid understanding of how their critical business processes have historically performed. Ayata software helps…

Overview
Features

•Machine Learning
•Applied Statics
•Operations Research
•Natural Language Processing
•Signal Processing
•Patter Recognition
•Computer Vision
•Image Processing
•Speech Recognition

Price

Contact for Pricing

What is best?

•Machine Learning
•Applied Statics
•Operations Research

What are the benefits?

•Integrated Predictions & Prescriptions
•Feedback & Recalibration
•Adapted & Automated

Bottom Line

Ayata software takes into account hybrid data – videos, images, sounds, texts, and numbers – with adaptive algorithms. The software has been architected from the ground up to handle today’s growing data volume, velocity and variety.

8.3
Editor Rating
8.8
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2 ratings
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Ayata

5

AIMMS

AIMMS is a platform designed for building and delivering Apps that can improve business performance. AIMMS software leverages the power of prescriptive analytics (optimization) to provide companies with a competitive edge and quantifiable results. Considered to be a Prescriptive Analytics, AIMMS provide recommendations on what actions can be done to better address and make decisions using optimization modeling. This will then make the business effective in making decisions that may affect the company leading to a positive outcome. Working with a team makes a lot of difference especially when everybody works on their own task assigned. Not only have it…

Overview
Features

•Interactive Dashboards
•Robust and Versatile Analytics
•Create Customized Solutions
•Fast, Flexible and Secure Web-Based Solutions
•Build Custom Apps

What is best?

•Create Customized Solutions
•Fast, Flexible and Secure Web-Based Solutions
•Build Custom Apps

What are the benefits?

• Answer in minutes, not days or weeks
• Do it yourself
• Reliable data

Bottom Line

AIMMS PRO assures uniformity in decision making and can remove the need for spreadsheets that can be slow, can break and are difficult to maintain across your team.

7.7
Editor Rating
7.1
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6 ratings
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AIMMS

6

LIONoso

LIONoso is a comprehensive Machine Learning and Intelligent Optimization tool for non-profit research and academic use. LIONoso is the ideal tool for the rapid development of prescriptive analytics application.In addition to the ML and optimization tools, advanced users adopt it for orchestrating heterogeneuos components. Orchestration deals with automating processes, with the arrangement, coordination, and management of complex software components connecting data, experiments, simulators, models, decisions. LIONoso is a machine learning and intelligence optimization tool. The tool is targeted for academic use and for nonprofit organizations. Researchers can get their work done through this tool. It helps in the quick development…

Overview
Features

•Allow learning from data
•Allow machine learning and optimization
•Provide solution to healthcare
•Allow research and development

Price

Contact for Pricing

What is best?

•Allow learning from data
•Allow machine learning and optimization
•Provide solution to healthcare

What are the benefits?

• Orchestration of external components.
• Database access.
• Allow learning from data.

Bottom Line

In addition to the ML and optimization tools, advanced users adopt it for orchestrating heterogeneuos components. Orchestration deals with automating processes, with the arrangement, coordination, and management of complex software components connecting data, experiments, simulators, models, decisions.

8.6
Editor Rating
3.1
Aggregated User Rating
1 rating
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LIONoso

You may also like to review the predictive analytics software API :
Predictive Analytics Software API

You may also like to review the top predictive analytics proprietary software list:
Top Free Predictive Analytics Software

7 Reviews
  • Ian Nicholson
    May 7, 2014 at 10:48 pm

    ADDITIONAL INFORMATION
    Typically, what kind of data sources do these tools require? A data warehouse? Or do they work directly from the source system?

  • August 28, 2014 at 7:33 am

    ADDITIONAL INFORMATION
    Also worth to take a look “Predictive Analytics Platform” of Blue Yonder.
    The algorithm is based on Cern.

    http://www.blue-yonder.com

  • Charmi
    September 20, 2014 at 3:11 am

    ADDITIONAL INFORMATION
    How about R and SPSS statistics?

    • Simon
      September 20, 2014 at 12:53 pm

      ADDITIONAL INFORMATION
      @Charmi,
      IBM Modeller is an extension to SPSS and Revolution Analytics can be considered as R.
      But it has to be said that most of the tools presented here are not predictive analytics programmes but merely data analysis ones.

  • June 13, 2015 at 9:25 am

    ADDITIONAL INFORMATION
    Quantforce, a new software to create model very fast.
    Model creation in 5 minute.

  • November 23, 2015 at 4:18 am

    ADDITIONAL INFORMATION
    We have a breakthrough in Predictive Analytics for retailers, which enable us to generate accurate predictions of future buys of customers. Our product suite uses this analytical insight for sending individual customer offers providing the ultimate Omni-Channel Personalization.

  • May 4, 2016 at 2:29 pm

    ADDITIONAL INFORMATION
    Another interesting platform is ClearPredictions, based on R

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