# IBM Decision Optimization Reviews **Vendor:** IBM **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.5/5.0 **Total Reviews:** 41 ## About IBM Decision Optimization IBM Decision Optimization is a family of prescriptive analytics products that combines mathematical and AI techniques to help with business decision-making including operational, tactical and strategic planning and scheduling use cases. The solutions enable business decision-makers to choose the optimal course of action from millions of alternatives when faced with decisions that involve multiple variables, trade-off possibilities and complex constraints. The solution incorporates powerful optimization solvers namely CPLEX Optimizer and CP Optimizer to solve the breadth of optimization problems including mathematical and constraint programming and constraint-based scheduling models. Learn more about this portfolio here https://www.ibm.com/analytics/decision-optimization IBM ILOG CPLEX Optimization Studio is one of the products within the IBM Decision Optimization portfolio. Organizations across industries are using IBM ILOG CPLEX Optimization Studio to drive operational efficiency and generate significant ROI by optimizing planning, scheduling, pricing and other business decisions. The offering provides users the flexibility to develop optimization models either using general programming language APIs like Python, Java, or using Optimization Programming Language (OPL). The powerful CPLEX optimization engines can deliver the power necessary to solve very large, real- world optimization problems at the speed required for today’s interactive decision optimization applications. Learn more about this product here - https://www.ibm.com/products/ilog-cplex-optimization-studio IBM Decision Optimization is also included within Watson Studio Premium for Cloud Pak for Data to enable data science teams to capitalize on the power of prescriptive analytics and build innovative solutions using a combination of techniques like machine learning and optimization. Data science teams can easily demonstrate business value of optimization by leveraging tools like visual dashboards & modeling assistant to quickly build models, test/evaluate multiple scenarios, solve using powerful optimization engines and deploy the models easily . IBM Decision Optimization solutions bring more than 30 years of experience in the field and is a proven optimization technology and organizations across industries are using IBM Decision Optimization solutions to run their mission-critical decision-making applications and have benefited by way of reduction in operating costs, increase in revenue and accelerated time to value. ## IBM Decision Optimization Reviews ### 1. leveraging data resources **Rating:** 4.5/5.0 stars **Reviewed by:** James C. | Media Production, Small-Business (50 or fewer emp.) **Reviewed Date:** October 10, 2023 **What do you like best about IBM Decision Optimization?** The community of experts and users allows for communication and learning opportunities.The software is very user friendly. **What do you dislike about IBM Decision Optimization?** The interface is more user friendly and easier to navigate for newcomers. It requires training and learning to harness its capabilities. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Decision Management IBM Decision Optimization has played a role in helping our business make decisions. User interface and powerful features which we easily use. Optimize complex scenarios. This increases our efficiency and accuracy . ### 2. In-depth analytics.. for a price. **Rating:** 4.5/5.0 stars **Reviewed by:** Andrew M. | Chief Executive Officer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** September 29, 2023 **What do you like best about IBM Decision Optimization?** Offers sophisticated algorithms for complex decision-making scenarios and is capable of handling large datasets and intricate problems efficiently. **What do you dislike about IBM Decision Optimization?** the pricing might be a barrier for small to medium-sized businesses. **What problems is IBM Decision Optimization solving and how is that benefiting you?** enhancing our decision-making processes ### 3. Great tools **Rating:** 4.5/5.0 stars **Reviewed by:** Fernando L. | Operations Research Associate Professor, Enterprise (> 1000 emp.) **Reviewed Date:** July 11, 2022 **What do you like best about IBM Decision Optimization?** These tools provide true support for solving complex decision problems, rhe academical initiative is one of best I tried with similar products. In particular the IBM Cplex optimization studio best in his classfor building aolutions for prescriptive analytics employing mathematical modelling. **What do you dislike about IBM Decision Optimization?** The ibm id personal site is sifficult to deal with. And the support IBM offers is not good. For example I wanted to update a copy of IBM CPLEX optimization studio since almost a year, but there seems to be a synchronization problem with my account and until today I failed to solve this problem Issues like this should be solved fast, for example by offering an option for resetting the account. **What problems is IBM Decision Optimization solving and how is that benefiting you?** I solve complex combinatory and integer programmung problems for my research, for teaching pH.d students in advanced optimization class and for helping my graduate students to implement prescriptive analytic models and solutions in their P.h.D. thesis projects ### 4. IBM Decision Optimization help us reach the right decision **Rating:** 4.0/5.0 stars **Reviewed by:** Youssef S. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** June 21, 2022 **What do you like best about IBM Decision Optimization?** It has many powerful advantages in decision making based on detailed analyzes that are easily noticed, the most important of which are: • Supports advanced and powerful analytics, which saves effort and time. • It supports ready-to-use and customized tools that do not require the user to have knowledge of programming languages. • It can be run on the cloud so it can be used at any time and place and using simple devices. • It can be used in many different industries to find suitable industrial solutions. • Supports analyzes that require multiple and different inputs to reach the best decision. **What do you dislike about IBM Decision Optimization?** • Although IBM supports the platform and provides good educational tools for it, and there is also a community to communicate with experts and users, educational resources are very scarce on other means such as course sites, YouTube and social media. • The platform may be confusing for first-time users and takes time to facilitate its handling **Recommendations to others considering IBM Decision Optimization:** i recommend reading and watching a lot of training materials about it before use. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Data analysis for business requires a lot of time, effort and experience to make an right decision. This requires knowledge of multiple tools and programming languages ​​and dealing with analytics and statistical knowledge, but IBM Decision Optimization was much easier to deal with those analyzes and provided advanced methods and multiple tools to do so, and the end benefit was a deeper understanding of the work Easily make the right decision. ### 5. Awesome and easy to use. **Rating:** 3.5/5.0 stars **Reviewed by:** Khandoker Md. A. | Software Development & Design Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** July 04, 2022 **What do you like best about IBM Decision Optimization?** You can essentially model any real-time problem and get the best solution to that problem provided that the model you built is an appropriate representation of that problem. **What do you dislike about IBM Decision Optimization?** Sometimes if you don't get the expected result, it's very hard to debug the problem. I haven't used the software at its full feature, so I might not be an expert on everything. **Recommendations to others considering IBM Decision Optimization:** Try to solve the small and easy problems at first so that you can get familiar with them. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Solving hard non-linear optimization problems. This product helped me develop an optimization model to solve hard non-linear optimization models to minimize the cost of building a road network. This product helped me develop an optimization model to solve hard non-linear optimization models to minimize the cost of building a road network. ### 6. Chatbot Automation **Rating:** 4.5/5.0 stars **Reviewed by:** Krati A. | Data Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** June 27, 2022 **What do you like best about IBM Decision Optimization?** It drives operators effectively and also have a wide variety of problems. **What do you dislike about IBM Decision Optimization?** Nothing it is completely perfect to use on. **Recommendations to others considering IBM Decision Optimization:** Easy to use. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Chatbot Automation, no language barrier, easy to add intents. ### 7. Decision optimization of IBM **Rating:** 4.5/5.0 stars **Reviewed by:** MUSTAFA V. | Mathematics Tutor, Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2022 **What do you like best about IBM Decision Optimization?** Helpfull to collect and analyze decision data. I find it usefull **What do you dislike about IBM Decision Optimization?** Sometimes I don't understand how decision optimization works **Recommendations to others considering IBM Decision Optimization:** Learn how to use it well enough **What problems is IBM Decision Optimization solving and how is that benefiting you?** Helping out optimizing decision. Good way to optimize data for decision making process. Productive ### 8. Smooth experience **Rating:** 4.5/5.0 stars **Reviewed by:** Fatih D. | Senior Research Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** July 06, 2022 **What do you like best about IBM Decision Optimization?** It has the flexibility to cover what I need. **What do you dislike about IBM Decision Optimization?** The first bit of getting used to the environment was tricky for me. **What problems is IBM Decision Optimization solving and how is that benefiting you?** The exact cover solver type problems was the main theme. ### 9. It helps a lot to transform business decision making with state of the art optimization **Rating:** 4.5/5.0 stars **Reviewed by:** Deepak R. | Lead Business Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** June 23, 2022 **What do you like best about IBM Decision Optimization?** The best thing I like about IBM Decision Optimization is its capability to provide prescriptive analytics. **What do you dislike about IBM Decision Optimization?** Just started using it so nothing as of now. **What problems is IBM Decision Optimization solving and how is that benefiting you?** We used it for Risk Modeling and it's optimization solution worked well. ### 10. Review **Rating:** 3.5/5.0 stars **Reviewed by:** Rahul I. | student, Enterprise (> 1000 emp.) **Reviewed Date:** June 23, 2022 **What do you like best about IBM Decision Optimization?** Its features. The CPLEX Solver is very user friendly **What do you dislike about IBM Decision Optimization?** None. its very user friendly and has solved most of my puposes **What problems is IBM Decision Optimization solving and how is that benefiting you?** MILP Problems ### 11. Best for Mixed Integer Programming Solvers **Rating:** 5.0/5.0 stars **Reviewed by:** Gaurav S. | Instructional design assistant, Enterprise (> 1000 emp.) **Reviewed Date:** October 01, 2021 **What do you like best about IBM Decision Optimization?** Range of algorithms for various problems and easy syntax. **What do you dislike about IBM Decision Optimization?** Pricing can be improved. For free version, very small problems are allowed to be solved. **What problems is IBM Decision Optimization solving and how is that benefiting you?** MIP solver for capacity planning ### 12. Brillant design architecture **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Building Materials | Mid-Market (51-1000 emp.) **Reviewed Date:** March 12, 2021 **What do you like best about IBM Decision Optimization?** We performed detailed and extensive PoC studies with different companies during our vendor selection process. Cplex was the only solver to be able to solve our detailed scheduling problem and IBM was much more professional. In addition to Cplex’s power, we also very much appreciated the support and expertise of IBM l through the implementation of our project. **What do you dislike about IBM Decision Optimization?** More help on analyzing infeasible problems and tuning would be nice. **Recommendations to others considering IBM Decision Optimization:** I strongly suggest others to test & analyze solvers as well as vendors thru PoCs even though that process takes considerable amount of time. And never forget about the future technical support. **What problems is IBM Decision Optimization solving and how is that benefiting you?** We solve different supply chain planning and scheduling problems including s&op and some specific blending problems. We are able to run many what-if scenarios automatically and ensure that we get a much better solution than manual rule-based approaches. ### 13. The bestcombination of development tools and execution speed **Rating:** 5.0/5.0 stars **Reviewed by:** Josh W. | Optimization Practice Lead, Investment Management, Mid-Market (51-1000 emp.) **Reviewed Date:** November 12, 2019 **What do you like best about IBM Decision Optimization?** I have been a long-time user of CPLEX. I am particularly a fan of CPLEX studio, which makes writing large-scale models much faster with a dedicated IDE. Additionally, not enough people take advantage of the Constraint programming, which can be faster than solving a MIP with a traditional solver. **What do you dislike about IBM Decision Optimization?** I would like to see more of the latest features in CPLEX, like multi-objective, and variable-level control for constraints included in CPLEX Studio **Recommendations to others considering IBM Decision Optimization:** When evaluating an engine, it is important to look at several factors. To get the most out of the engine, it is important to use a set of stable models and run the automatic tuning. This will give you the best parameters to use in production and as a comparison with other vendors. It is also important to be able to build new models quickly, so verify how quickly the team can create a new model. **What problems is IBM Decision Optimization solving and how is that benefiting you?** We are solving a wide range of problems. These include forestry planning, metallurgy, and pallet building. ### 14. Enables us to build the best optimization solutions at minimal risk **Rating:** 5.0/5.0 stars **Reviewed by:** Filippo F. | Co-founder and CEO, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** November 02, 2019 **What do you like best about IBM Decision Optimization?** Our business is to build Decision Support solution for our customers. IBM CPLEX (Math Programming and Constraint Programming) enables us to so at minimal risks. From my perspective CPLEX brings two major values for us: (i) best solver in the market, which implies that we can enter into a new engagement knowing that we'll be able to solve the math problem efficiently (ii) ability to freely chose between Math Programming and Constraint Programming. -- We often use a combination of both. **What do you dislike about IBM Decision Optimization?** The complexity of the pricing metrics and the fact that the pricing metrics are not always inline with the business value of the solution we build. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Workforce Optimization, Technician Dispatching, Supply Chain Optimization, Manufacturing Planning and Scheduling, Logistic Optimization and many others. ### 15. Best branch and bound solver for mixed integer linear problems **Rating:** 5.0/5.0 stars **Reviewed by:** Aymen Hamrouni D. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** October 22, 2019 **What do you like best about IBM Decision Optimization?** The IBM decision optimization has a python API that is easy to implement and integrate with python. Also, it is compatible with basically all the versions of python and it is easy to adapt with anaconda. The creation of decision variables and constraints are easy and it makes the problem easy to formulate. **What do you dislike about IBM Decision Optimization?** The software doesn't gives you the ability to modify constraints or the branch and bound technique at low level. Also, the error messages are sometimes inaccurate and can misguide you. **Recommendations to others considering IBM Decision Optimization:** If you are looking for an optimizer for a constraint-based, ILP, or MILP problems, IBM decision optimization is the answer. **What problems is IBM Decision Optimization solving and how is that benefiting you?** I'm using IBM decision optimization to solve MILP-ILP decision problems. I'm currently working on enabling spatial mobile crowdsourcing ### 16. IBM CPLEX Studio for Binary Linear Programming problems **Rating:** 5.0/5.0 stars **Reviewed by:** Satadru R. | Research Engineer, Center for Urban and Regional Air Mobility, Small-Business (50 or fewer emp.) **Reviewed Date:** December 17, 2019 **What do you like best about IBM Decision Optimization?** The ease with which I am able to integrate to Matlab and setup my problem formulation. The instructions are clear and the example/sample codes are very helpful. I am impressed with its performance to solve a very large-scale problem with thousands of variables within few minutes. **What do you dislike about IBM Decision Optimization?** Nothing specific about the Cplex studio. I haven't explored other capabilities of IBM Decision Optimization, so cannot comment. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Binary Linear Programming problems for an Urban Air Mobility application. ### 17. Industrial solver with expert support **Rating:** 4.5/5.0 stars **Reviewed by:** John B. | Operations Improvement & Analytics Manager / Principal Engineer, Semiconductors, Enterprise (> 1000 emp.) **Reviewed Date:** April 15, 2019 **What do you like best about IBM Decision Optimization?** High powered solver with useful examples and flexibility to be used in different formats. We use it on the client for model development and then on a server for production. It comes with both Mathematical and Constraint Programming interface and solver. **What do you dislike about IBM Decision Optimization?** Data interface is difficult to use so we end up dumping the data to a database or Excel to be able to troubleshoot. **What problems is IBM Decision Optimization solving and how is that benefiting you?** We've used this solver for both supply chain and factory capacity problems. We've optimized how many tools to purchase, where to ship product and how best to configure our tools. ### 18. CP Optimizer **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** October 22, 2019 **What do you like best about IBM Decision Optimization?** Easy to use with docplex implementation within python environment **What do you dislike about IBM Decision Optimization?** Although populate method is a useful tool to get multiple solutions for mixed integer problems, it takes too long to get solutions. It must be improved because It is crucial especially when solution time matters in computational experiments **What problems is IBM Decision Optimization solving and how is that benefiting you?** Bilevel programming. Coding with Docplex is easy to implement. ### 19. Fantastic solver which have helped me so much **Rating:** 4.5/5.0 stars **Reviewed by:** ali s. | PhD student, Mid-Market (51-1000 emp.) **Reviewed Date:** July 26, 2019 **What do you like best about IBM Decision Optimization?** Because, my primary language is C++. then I can use CPLEX in this software and I haven't seen solver like it which can help me. **What do you dislike about IBM Decision Optimization?** There doesn't exist any comprehensive tutorial about all of its function. I just have understood its functions by checking your examples and internter **What problems is IBM Decision Optimization solving and how is that benefiting you?** Many of my academic optimziation have been sovled by this solver. ### 20. Empowering business users to make smarter business decisions!! **Rating:** 4.5/5.0 stars **Reviewed by:** Sumeet M. | Director, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Decision Optimization?** A product best suited for the business users to define their own rules in a non development envirornment and take ownership of their business decisions. The ability of the software to readily adapt to the ever changing business needs without much IT involvement is phenomenal. **What do you dislike about IBM Decision Optimization?** Needs accelarators / better integration with IBM AL / ML solutions. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Quick decision making around Underwriting.. ### 21. Good Service **Rating:** 4.0/5.0 stars **Reviewed by:** Ronny S. | Technical Writer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 17, 2018 **What do you like best about IBM Decision Optimization?** I like how easy it is to use the software. Very user-friendly and manageable to learn quickly.I would give this a 8 because it is not that bad for beginners. **What do you dislike about IBM Decision Optimization?** I dislike that it could be faster. Sometimes it freezes too much and it doesn't do what I need it to do when I want it. That is frustrating but other than that everything is okay. **What problems is IBM Decision Optimization solving and how is that benefiting you?** We do everything with IBM from the employment to the financial aspects. We do whatever we need to do to make it happen. ### 22. Make decisions easy for the business **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Decision Optimization?** The IBM decision optimation is a great tool to integrate and make easy life for the business to keep. Is an easy way to handle rules but mantain it for the right people **What do you dislike about IBM Decision Optimization?** there some expertise required and the right people to teach other. The implementation was not the easy we were expecting and require some fixes to improve **Recommendations to others considering IBM Decision Optimization:** establish the right people and enpower the business or users to handle it **What problems is IBM Decision Optimization solving and how is that benefiting you?** Easy way to allow our users to define rules that are on their hands to mantain with less involvement of IT ### 23. optimization models **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Hardware | Enterprise (> 1000 emp.) **Reviewed Date:** November 12, 2018 **What do you like best about IBM Decision Optimization?** allows to make decisions through the data exposed in the program and allows to solve problems thus benefit and optimize a range of models either using programming language API and solve the prescriptive analysis that each company or organization has **What do you dislike about IBM Decision Optimization?** the simplicity of the interface since it is something neutral in its primary colors and that could not impress any user or company that could benefit from this product this could affect in providing the clean and reliable data ready that could offer users or companies **Recommendations to others considering IBM Decision Optimization:** offers great benefits and returns in terms of the use of data obtained and ensuring achievements at the enterprise level **What problems is IBM Decision Optimization solving and how is that benefiting you?** Converts data into an opportunity to ensure that mitigate risk and drive innovation within each company and user ### 24. IBM CPLEX is the best optimization solution in the industry **Rating:** 5.0/5.0 stars **Reviewed by:** Alkiviadis V. | Industry Associate Professor, Higher Education, Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2018 **What do you like best about IBM Decision Optimization?** Powerful and reliable solvers, strong integration with other data science tools for building machine learning models, Supports really complex and large supply chain problems **What do you dislike about IBM Decision Optimization?** None. We are happy with the product ..... **What problems is IBM Decision Optimization solving and how is that benefiting you?** We are solving problems that involve a combination of machine learning and optimization techniques..Our clients have benefited from cost savings ### 25. optimization and learning **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Program Development | Mid-Market (51-1000 emp.) **Reviewed Date:** November 05, 2018 **What do you like best about IBM Decision Optimization?** from the simple fact of being prescriptive allowing organizations to optimize and learn about manufacturing and services among other aspects and solve complex problems by optimizing the range models within the structure of each user, this helps to benefit in all aspects **What do you dislike about IBM Decision Optimization?** can be configurable for decision making, however, by combining the resources of massive data, you can benefit from it as well as those people who can promote your knowledge using this product to make clear and concrete decisions **Recommendations to others considering IBM Decision Optimization:** the recommendation is that powerful analytics to solve difficult planning and programming challenges can optimize decisions and reduce the effort that each user who wishes to use it **What problems is IBM Decision Optimization solving and how is that benefiting you?** making decisions regarding the planning of each scientist or user who wishes to experience such a product ### 26. Nice for starters in Decision Management **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Decision Optimization?** The simplicity to create decision trees. **What do you dislike about IBM Decision Optimization?** Is hard to follow the results of the Decisions, as well, there is no control of them and if in some point a decision is allowing to pass to many results there is no an alarm or control. **Recommendations to others considering IBM Decision Optimization:** If you are creating simple decision trees this is the answer, unfortunatelly as advancing to report results of those threes thats going to a complicated to evaluate your results. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Business Rules decisions ### 27. Cplex is the best solver for complex optimization problems **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** April 14, 2019 **What do you like best about IBM Decision Optimization?** Ease of creating optimization model, great performance. **What do you dislike about IBM Decision Optimization?** Back then lots of programming languages (python, R..) were not available, but they are now so I'm happy that IBM CPLEX Optimization Studio supports many programming languages. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Locating sensors on North Carolina traffic network ### 28. great product **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Decision Optimization?** which is a great product and will let you learn quick and act quick. **What do you dislike about IBM Decision Optimization?** N/A, I really like this product and no any bad info can be shared. **Recommendations to others considering IBM Decision Optimization:** of course yes **What problems is IBM Decision Optimization solving and how is that benefiting you?** we adopt a lots of products and solution from IBM and we learn a lot from the beginning. We are partners each other on each individual area. We use the IBM sprit to create our own products, solutions. ### 29. ODM at Humana **Rating:** 5.0/5.0 stars **Reviewed by:** Dmitriy K. | Technology Manager, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM Decision Optimization?** Easy to use. Scalable. Relaiable. Easy to educate the business users. **What do you dislike about IBM Decision Optimization?** Could be slow on large data sets.Takes a long time to create new environment. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Externalize business rules. ### 30. Success for future **Rating:** 3.5/5.0 stars **Reviewed by:** Travis P. | Manager, Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Decision Optimization?** Private Cloud offerings, ability to update real time **What do you dislike about IBM Decision Optimization?** Add on features are expensive and opportunity to bumdle **What problems is IBM Decision Optimization solving and how is that benefiting you?** Real-time data analytics, better reporting, up tome ### 31. Solve serious optimization problems in the cloud **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** February 11, 2019 **What do you like best about IBM Decision Optimization?** Finally a cloud based service for solving the most difficult management science and optimization problems. **What do you dislike about IBM Decision Optimization?** Is there any way to better integrate this with the rest of the IBM products? Any way to make this consumable by the user freindly tools that I already know and love from IBM. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Solving complex management science and optimization problems in the manufacturing and distribution space. ### 32. OPL cplex is a best practice in large-scale optimization **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Chemicals | Enterprise (> 1000 emp.) **Reviewed Date:** September 12, 2018 **What do you like best about IBM Decision Optimization?** The flexibility and capabilities of OPL Cplex for making and solving LP/MIP complex mathematical modelling in a simple, ordered and robust way, is outstanding; specially when you need to make large-scale optimization or models with many constraints (business rules). OPL is a pure mathematical optimization language and that is one of its main advantages over other general programming languages, which makes it a best practice for industry problems. **What do you dislike about IBM Decision Optimization?** The immature relationship OP-python-Julia, is not a dislike, it is basically something that is in an introduction stage, but it will be very powerful when gets to right level of maturity **What problems is IBM Decision Optimization solving and how is that benefiting you?** Supply chain network design, production planning optimization, etc. As a main benefits: high quality solutions, good solving times and flexibility to create/modify equations and connect the model with databases engines for data management. ### 33. using ODM in modernization with DBRE **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM Decision Optimization?** its capacity to enhance the DBRE process in utlizing comlelx decision tables **What do you dislike about IBM Decision Optimization?** There is nothing negative to report at this point. As we use the product in our modernization / DBRE projects, we will have more information. **What problems is IBM Decision Optimization solving and how is that benefiting you?** complex business rules extraction in data + legacy application projects ### 34. widely used software for optimization porblems **Rating:** 5.0/5.0 stars **Reviewed by:** Dnyaneshwar M. | Research Scholar, Higher Education, Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2018 **What do you like best about IBM Decision Optimization?** It solves MILP problems very easily with very less cpu time. **What do you dislike about IBM Decision Optimization?** it doesn't solve the MINLP problmes especially cubic progrmming and more than that. Similar while solving the large size problems of MILP it takes huge CPU time. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Facility location allocation, transportation-inevntory planning decisions. ### 35. CPLEX experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** November 04, 2018 **What do you like best about IBM Decision Optimization?** It is one of the tool that is easy to learn and can find solutions very fast. Though there are some instances which takes lot of time. **What do you dislike about IBM Decision Optimization?** I would like to have global optmization feature added to it, at present the quadratic optimization problem is not able to solve more complex non linear problems. **Recommendations to others considering IBM Decision Optimization:** if it can compepte with GUrobi and AMPL **What problems is IBM Decision Optimization solving and how is that benefiting you?** I am using CPLEX for price optimzation in omni channel retailing. ### 36. Looking for a solution that provides greater transparency - non black box **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM Decision Optimization?** Product lift and output has been positive **What do you dislike about IBM Decision Optimization?** Blackbox solution that does not meet regulatory requirements. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Next best product offering ### 37. Innovation in new technologies **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Utilities | Small-Business (50 or fewer emp.) **Reviewed Date:** December 17, 2018 **What do you like best about IBM Decision Optimization?** Innovation in new technologies in block-chain and Artificial intelligence **What do you dislike about IBM Decision Optimization?** Weakness in cloud storage in storing files and folders(picture, clip, ....) **Recommendations to others considering IBM Decision Optimization:** Better use of block-chains technologies and artificial intelligence **What problems is IBM Decision Optimization solving and how is that benefiting you?** IBM is working on the AI project and the Internet of Things and the development of blockading technologies ### 38. Cplex and CPO **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2018 **What do you like best about IBM Decision Optimization?** I have noticed improvements in optimization power of CPO and CPLEX by upgrading from 12.7.1 version to 12.8 version. My the most recent project is focused on scheduling problems using CPO and I can get better results in less running time which is great. **What do you dislike about IBM Decision Optimization?** I want to be able to output the solution in more friendly way. **What problems is IBM Decision Optimization solving and how is that benefiting you?** Transportation and Logosticts. ### 39. Very Satisfied **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2018 **What do you like best about IBM Decision Optimization?** Its handy once you know how to code. However, for some problem instances it failed to give me solution because of memory issue **What do you dislike about IBM Decision Optimization?** Not very easy to learn, documentation on the programming is not very user friendly. **Recommendations to others considering IBM Decision Optimization:** Recomended for linear optimization problem **What problems is IBM Decision Optimization solving and how is that benefiting you?** I am solving price optimization problem in omnichannel retailing as a research scholar. ### 40. From rapid prototyping to advanced decomposition techniques **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.) **Reviewed Date:** September 13, 2018 **What do you like best about IBM Decision Optimization?** The ability to write quickly prototype with OPL The ability to design high level optimization modules using CPLEX and CPO **What do you dislike about IBM Decision Optimization?** Current Decision optimization platform User Experrience is obsolete with Decision Optimization Center **Recommendations to others considering IBM Decision Optimization:** Roadmap still fuzzy regarding the switch from DOC to other deployment environment **What problems is IBM Decision Optimization solving and how is that benefiting you?** Manufacturing, Maintenance, Crew staffing, Technicians Dispatching ### 41. Great experience **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2018 **What do you like best about IBM Decision Optimization?** The optimization speed that works for many optimization problems. **What do you dislike about IBM Decision Optimization?** Need more develop more inbuilt optimization tools **What problems is IBM Decision Optimization solving and how is that benefiting you?** Networking ## IBM Decision Optimization Discussions - [What is IBM Decision Optimization used for?](https://www.g2.com/discussions/what-is-ibm-decision-optimization-used-for) - [What is IBM ILOG cplex optimization studio?](https://www.g2.com/discussions/what-is-ibm-ilog-cplex-optimization-studio) - [Which IBM offering would be considered best for Prescriptive Analytics?](https://www.g2.com/discussions/which-ibm-offering-would-be-considered-best-for-prescriptive-analytics) - [What is decision optimization?](https://www.g2.com/discussions/what-is-decision-optimization) - [What is IBM decision optimization?](https://www.g2.com/discussions/what-is-ibm-decision-optimization) - [View IBM Decision Optimization pricing details and edition comparison](https://www.g2.com/products/ibm-decision-optimization/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-24+16%3A33%3A45+-0500&secure%5Bsession_id%5D=e1931741-4e8f-47b0-b596-6f0b972fecea&secure%5Btoken%5D=523946cf018bcbbf94d79ab830233fd2a4afcae6d9c6563a67273764a84d9c0b&format=llm_user) ## IBM Decision Optimization Features **System** - Data Ingestion & Wrangling **Integration** - Data - Applications **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Business Logic** - Authoring Business Logic - Testing Business Logic - Model Development **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Management** - Catalog - Collaboration **Deployment** - Managed Service - Application - Scalability **Analytics** - Impact analysis - Simulation **Deployment** - Application Development - Integration **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Decision Management Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top IBM Decision Optimization Alternatives - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - 4.3/5.0 (649 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - 4.6/5.0 (490 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) - 4.5/5.0 (749 reviews)