Optimize your machine learning decisions

Learn how IBM Decision Optimization for Data Science Experience helps you make smarter business decisions

#analytics

Overview

Prescriptive Analytics is an advanced analytics technology that can provide recommendations to decision makers and help them achieve business goals by solving complicated optimization problems.

Prescriptive analytics helps organizations make better decisions by optimizing trade-offs between business goals, such as costs or customer service, while considering predictions, rules, and constraints on available resources, to recommend the best course of action, whether you want to decide on a configuration, a design, a plan, or a schedule.

Benefits

Improve operations

Optimize product planning, reduce inefficiencies, drive smarter operational decision-making

Manage resources more effciently

Better utilize: capital, personnel, equipment, vehicles, facilities

Mitigate risks

Gain insight into how decisions can have business-wide impacts and hedge against data uncertainty

Capabilities

IBM Decision Optimization

Take your planning and scheduling decision-making to the next level. Build and solve  optimization models using prescriptive analytics solutions from IBM that provide powerful optimization engines, integrated modelling environment and support for multiple programming languages

Products

IBM ILOG CPLEX Optimization Studio

Provides a model development toolkit for rapid development of decision optimization models using mathematical and constraint programming.

IBM Decision Optimization for Data Science Experience

Combine optimization and machine learning techniques in a unified environment to build the optimal action-plan and meet business goals.

IBM Decision Optimization Center

A configurable platform for building and deploying applications to solve complex planning and scheduling challenges

IBM Decision Optimization on Cloud

Harness the power of decision optimization engines on the cloud to solve mathematical optimization problems

IBM ILOG CPLEX Optimizer for z/OS

Solve mathematical programming models like MIP/MIQCP using CPLEX Optimizer on z/OS

Related products

Predictive Analytics

Predictive analytics brings together advanced analytics capabilities to help organizations discover patterns in data and go beyond knowing what has happened to anticipating what is likely to happen next.

Machine Learning

Infuse continuous intelligence into your enterprise applications using machine learning. Dramatically improve the productivity of your data science team.

Planning Analytics

Still taking a manual, trial-and-error approach to planning? Accelerate planning cycles and improve plan quality with IBM Decision Optimization.

Resources

Deliver superior business results by combining optimization and machine learning

Explore benefits and use cases of combining machine learning techniques with decision optimization

What is optimization and how it improves planning outcomes?

Learn about the power of optimization solutions to enable better planning decisions

Improve resource allocation using prescriptive and predictive solutions

From business insight to business action: Combining the power of IBM Predictive Analytics and IBM Decision Optimization

Customer success

BondIT helps financial advisors accelerate time-to-market

IBM technology helps create smart fixed-income portfolios in minutes to deliver greater value to investors

FleetPride improves supply-chain efficiency with IBM prescriptive analytics

IBM Analytics solutions gives supply chain managers game-changing insights into operations

Smarter, sustainable forest road management with IBM Analytics

University of Washington developed algorithms to optimize the forest road network and support highly efficient timber harvests