Predictive Analytics

TIBCO Spotfire®

Get guided insights, take action from AI-infused analytics and custom business applications.
Analyze data at-rest and data in-motion to predict trends via embedded data science and advanced analytics.

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Spotfire 12

Seize opportunities using past and present knowledge to predict what might happen in the future. TIBCO Spotfire® makes advanced, predictive analytics, easy, consumable, and accessible for everyone right from the user interface. Out-of-the-box, Spotfire provides one-click data science with statistical and machine learning methods to predict outcomes in real time, helping all users grow in efficiency, skills, and smarts.

What is Predictive Analytics?

Predictive analytics, a branch of advanced analytics, is the method or technique of using data to model forecasts about the likelihood of potential future outcomes in your business.

Spotfire 12 Webinar Series: Introduction
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Spotfire 12 Webinar Series: Introduction

Capabilities

Built-in Data Science

Out-of-the-box linked views, one-click predictions, and proactive data profiles make getting started with advanced and predictive analytics easy—for classification, clustering, forecasting, and more. Visualize data and results in interactive dashboards, and use deeper data science and custom calculations on the TIBCO Data Science Platform or use Spotfire Data Functions and R, Python, SAS, or Matlab code.

Analytics Apps Extend Expertise

Easily build and deploy intuitive business applications with built-in predictive analytics. Out-of-the-box APIs, connectivity to any data, custom visualizations and computations, and statistical methods can drive action across multiple systems. Add custom predictive models and visualizations and get real-time results. Creating production predictive apps is built-in; For other products, it’s out of reach.

One-click Statistics and Relationships

Easy contextual calculations are powerful: descriptive stats, similarity, clustering, correlations, fitting, forecasts, box plots, and more. Find associations between columns with the Data Relationships Tool. Use statistical methods for continuous, categorical variables like linear regression, ANOVA, Chi-square, and others. Model diagnostic plots automatically or create your own visual model diagnostics.

Unique Data Science Language Integration

Data Functions runs custom predictive models, and TIBCO® Enterprise Runtime for R (TERR) runs inside any analysis. Train and deploy models with TERR or Python, and use popular advanced analytics packages and databases. Integrate multiple tables, columns, and values with point-and-click for visualizations not possible with other products.

Machine Learning Algorithmic Models

Spotfire predictive analytics provides easy access to machine learning (ML) algorithms that train on data to evolve models that can identify complex patterns and make highly accurate predictions. Depend on Spotfire to solve complex use cases: root-cause analysis, production surveillance and optimization, micro-segmentation, personalization, customer retention, asset valuation, anomaly and fraud detection, and much more.

Advanced, Intelligent Data Visualization

With AI and ML, develop insights without knowing where to look and spot patterns, trends, and outliers. Use line-chart forecasting, box plots, data relationships, clustering, modeling, calculated columns, and expressions for custom visualizations—and controllable, optionally automated marking, filtering, and brush-linking across tables, mashups, and joins—and drill up, down, and sideways.

Benefits

Predict the Future

Spotfire gives you the ability to predict, plan, and act on data with predictive analytics and modeling. With Spotfire, you have answers. What product should you recommend now? Which machine needs maintenance? Who’s in danger of going into cardiac arrest?

Empower Everyone

Instead of segregating analytics, maximize their value by making everyone—data scientists to business users—more efficient. Empower those who understand the problem to extend their solutions by publishing them as analytical apps with reusable predictive models.

Use Open Source on Your Platforms

Connect to data functions written in R, SAS, and MATLAB to fuel predictive analytics. Spotfire Statistics Services lets you capitalize on existing assets and get more value from your past investments.

Operationalize Predictive Analytics

Spotfire lets you deploy predictive analytics models to real-time systems. Drive business processes such as real-time fraud detection, sentiment analysis, proactive customer service, and infrastructure monitoring, servicing, and maintenance.

Automate Statistical Analyses

Build fully automated applications that include forecasting, optimization, and machine learning working on big data platforms, and include automated delivery of results to end users.

Turbocharge Geo Analytics

Use data functions to support advanced routines such as contour estimation, travel route optimization, and others, allowing more accurate business decisions and deeper insights.