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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    ChangePoint (discontinued)

    Score7.5 out of 10
    N/AChangepoint, a discontinued product, began as a professional services automation and portfolio management product, was acquired by Compuware in 2004, and was later divested to Marlin Equity Partners in 2014. Under Changepoint, the company acquired Daptiv that same year, combining its professional services automation capabilities with SaaS project portfolio management. Planview acquired Changepoint in 2021 and offered it as Planview ChangePoint. It is no longer available to new customers.N/A

    IBM watsonx.ai

    Score8.8 out of 10
    N/AWatsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models, and traditional machine learning into a studio spanning the AI lifecycle. Watsonx.ai can be used to train, validate, tune, and deploy generative AI, foundation models, and machine learning capabilities, and build AI applications with less time and data.

    $0

    Pricing
    ChangePoint (discontinued)IBM watsonx.ai
    Editions & Modules
    No answers on this topic
    Free Trial
    $0
    ML functionality (20 CUH limit /month); Inferencing (50,000 tokens / month)
    Standard
    $1,050
    Monthly tier fee; additional usage based fees
    Essentials
    Contact Sales
    Usage based fees
    Offerings
    Pricing Offerings
    ChangePoint (discontinued)IBM watsonx.ai
    Free Trial
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—Pricing for watsonx.ai includes: model inference per 1000 tokens and ML tools and ML runtimes based on capacity unit hours.
    More Pricing Information
    Community Pulse
    ChangePoint (discontinued)IBM watsonx.ai
    Considered Both Products
    Discontinued Products
    No answer on this topic
    IBM
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    98%
    Would buy again
    45 Answers
    Delivers good value for the price
    No answers on this topic
    100%
    Delivers good value for the price
    36 Answers
    Happy with the feature set
    No answers on this topic
    100%
    Happy with the feature set
    46 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    97%
    Lived up to sales and marketing promises
    30 Answers
    Implementation went as expected
    No answers on this topic
    89%
    Implementation went as expected
    33 Answers
    Features
    ChangePoint (discontinued)IBM watsonx.ai
    AI Development
    Comparison of AI Development features of ChangePoint (discontinued) and IBM watsonx.ai
    Feature
    ChangePoint (discontinued)
    -
    Ratings
    IBM watsonx.ai
    6.6
    2 Ratings
    13% below category average
    Machine learning frameworks00 Ratings6.73 Ratings
    Data management00 Ratings6.43 Ratings
    Data monitoring and version control00 Ratings5.83 Ratings
    Automated model training00 Ratings6.43 Ratings
    Managed scaling00 Ratings7.03 Ratings
    Model deployment00 Ratings6.43 Ratings
    Security and compliance00 Ratings7.63 Ratings
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    ChangePoint (discontinued)IBM watsonx.ai
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    Autotask PSA
    Score7.7 out of 10
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    Score7.8 out of 10
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    Workday Professional Services Automation
    Score8.2 out of 10
    DataRobot
    Score8.2 out of 10
    Enterprises
    Planview AdaptiveWork
    Score8.8 out of 10
    DataRobot
    Score8.2 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    ChangePoint (discontinued)IBM watsonx.ai
    Likelihood to Recommend
    7.5
    (16 ratings)
    9.2
    (36 ratings)
    Likelihood to Renew
    7.6
    (10 ratings)
    6.4
    (1 ratings)
    Usability
    8.0
    (1 ratings)
    7.7
    (6 ratings)
    Ease of integration
    -
    (0 ratings)
    6.4
    (2 ratings)
    Product Scalability
    -
    (0 ratings)
    9.1
    (1 ratings)
    User Testimonials
    ChangePoint (discontinued)IBM watsonx.ai
    Likelihood to Recommend
    Discontinued Products
    Changepoint is basic and would, therefore, work for businesses with uncomplicated requests, pretty straightforward workflows and willingness to work with an unsightly solution. It is basic, from the UI to the search option and the way the information is captured, which can be frustrating and counter-intuitive at times. It is relatively robust (i.e. I have been using it for almost 2 years and have not seen it crash once) but it does log me out when the system has been inactive for about 30 minutes - and I am only notified about being logged out upon clicking the Submit button, meaning many a line of text have been typed more than once!
    Incentivized
    Read full review
    IBM
    I have built a code accelerator tool for one of the IBM product implementation. Although there was a heavy lifting at the start to train the model on specifics of the packaged solution library and ways of working; the efficacy of the model is astounding. Having said that, watsonx.ai is very well suited for customer service automation, healthcare data analytics, financial fraud detection, and sentiment analysis kind of projects. The Watsonx.ai look and feel is little confusing but I understand over a period of time , it will improve dramatically as well. I do feel that Watsonx.ai has certain limitations from cross-platform deployment flexibility. If an organization is deeply invested in a multi-cloud environment, Watson's integration on other cloud platforms may not be seamless comported to other AI platforms.
    Incentivized
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    Pros
    Discontinued Products
    • Changepoint has significant reporting capabilities, though of course, the data that comes out is only as good as the data that goes in. I enjoy being able to use the standard reports to understand exactly how much a project has cost us and to compare it to how much we are charging. This allows us to more accurately set our prices. Though we have not used the report designer capability, I understand that custom reports can be designed with relative ease.
    • Changepoint has a versioning capability for changes made to user profiles in the system manager, which I find particularly helpful. As a non-power user, it is valuable to be able to see what changes I have made to various profiles so that I can troubleshoot a problem down the line.
    • Changepoint has significant functionality well beyond the features that we are currently using, and for this reason, I think it is affordable and a good deal. Particularly if your organization is interested in dedicating the time and resources into using all of the features around project planning, resource allocation, etc., the price is well worth the value.
    Read full review
    IBM
    • It allows specialists to apply several base models for specific subtasks in the field of NLP.
    • Gives the availability of many models developed for AI enhancement for different solutions.
    • Has incorporated functionality for data governance and security to support access to AI tools by multiple users.
    Incentivized
    Read full review
    Cons
    Discontinued Products
    • We use Changepoint to manage the IS organization. I would like to see more advancement in order to do benefits management.
    • I would like to see a capability where a project manager can build a very detailed work breakdown structure, but only require project resources to charge time and provide a task status at a higher level.
    Read full review
    IBM
    • IBM watsonx.ai is expensive than other platforms.
    • Limited integraions though it has many but still some tools integrations not there for medical usecase
    • Its little difficult to learn as right now not many open reseouces
    • Community is not that strong to get any answer
    Incentivized
    Read full review
    Likelihood to Renew
    Discontinued Products
    Sometimes the decision to renew boils down to an old adage "if it isn't broken don't fix it". Previous to moving to Changepoint, it was obvious that we needed a better project management tool. Projects we completed on time but the time zone difference between the teams and several iterations of back and forth caused a number of communication issues with projects. The difference is night and day.
    Read full review
    IBM
    I still don't have enough experience, but i have seen a lot of demos and i have made some real world scenarios and so far so long every thing looks fine. I was at IBM Think 2025 and IBM TechXchange 2025 and the labs were really usefull and simple to understand.
    Incentivized
    Read full review
    Usability
    Discontinued Products
    It could be more intuitive and user friendly.
    Read full review
    IBM
    I needed some time to understand the different parts of the web UI. It was slightly overwhelming in the beginning. However, after some time, it made sense, and I like the UI now. In terms of functionality, there are many useful features that make your life easy, like jumping to a section and giving me a deployment space to deploy my models easily.
    Incentivized
    Read full review
    Support Rating
    Discontinued Products
    No answers on this topic
    IBM
    I still don't have enough experience, but i have seen a lot of demos and i have made some real world scenarios and so far so long every thing looks fine. I was at IBM Think 2025 and IBM TechXchange 2025 and the labs were really usefull and simple to understand.
    Incentivized
    Read full review
    Alternatives Considered
    Discontinued Products
    Planview Changepoint helps us to understand our key customers enabling us to capitalize on every financial opportunity and helps us to forecast demand against the capacities required for new opportunities, and also it automates and monitors contractual terms and conditions. It gives us visibility into our employees' skills and helps to optimize resource allocation.
    Incentivized
    Read full review
    IBM
    IBM watsonx.ai has been far superior to that of Chat GPT AI. the UI elements prompt responses and overall execution of the AI was much better and more accurate compared to the competition. I can not recommend using this platform enough. Great job IBM. I hope the team behind this project continues to grow and prosper.
    Incentivized
    Read full review
    Scalability
    Discontinued Products
    No answers on this topic
    IBM
    I still don't have enough experience, but i have seen a lot of demos and i have made some real world scenarios and so far so long every thing looks fine. I was at IBM Think 2025 and IBM TechXchange 2025 and the labs were really usefull and simple to understand.
    Incentivized
    Read full review
    Return on Investment
    Discontinued Products
    • Employee efficiency has decreased significantly within our Project MAnagement team. The main causes are lack of logical steps/not user-friendly and the slowness of the entire program.
    • Changepoint PSA has greatly improved being able to track budgets for all projects. Before this software, budgets were done manually by hand and cross-referenced with Accounting. Now, we can pull a report out of the system, as long as all parties entered their time and data correctly.
    Read full review
    IBM
    • Time saving to set up the infrastructure - without watsonx.ai we would have had to set up everything individually
    • The first point translates directly into cost savings
    • The compliance aspect was a game changer for us and provided us with the confidence to focus all our efforts only on IBM watsonx.ai
    Incentivized
    Read full review
    ScreenShots

    IBM watsonx.ai Screenshots

    Screenshot of the foundation models available in watsonx.ai. Clients have access to IBM selected open source models from Hugging Face, as well as other third-party models, and a family of IBM-developed foundation models of different sizes and architectures.Screenshot of the Prompt Lab in watsonx.ai, where AI builders can work with foundation models and build prompts using prompt engineering techniques in watsonx.ai to support a range of Natural Language Processing (NLP) type tasks.Screenshot of the Tuning Studio in watsonx.ai, where AI builders can tune foundation models with labeled data for better performance and accuracy.Screenshot of the data science toolkit in watsonx.ai where AI builders can build machine learning models automatically with model training, development, visual modeling, and synthetic data generation.