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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM Cognos Analytics

    Score7.7 out of 10
    N/AIBM Cognos is a full-featured business intelligence suite by IBM, designed for larger deployments. It comprises Query Studio, Reporting Studio, Analysis Studio and Event Studio, and Cognos Administration along with tools for Microsoft Office integration, full-text search, and dashboards.

    $11.25

    per month per user

    Paylocity

    Score8.1 out of 10
    N/APaylocity provides 24/7 access to your online payroll and human resource data management. Paylocity offers highly customizable payroll functionality, as well as HR, benefits administration, and time and talent management programs.N/A
    Pricing
    IBM Cognos AnalyticsPaylocity
    Editions & Modules
    On Demand - Standard
    USD 11.25
    per month per user
    On Demand - Premium
    USD 44.90
    per month per user
    No answers on this topic
    Offerings
    Pricing Offerings
    IBM Cognos AnalyticsPaylocity
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    IBM Cognos AnalyticsPaylocity
    Considered Both Products
    IBM
    No answer on this topic
    Paylocity
    No answer on this topic
    Key User Insights
    Would buy again
    97%
    Would buy again
    92 Answers
    87%
    Would buy again
    1523 Answers
    Delivers good value for the price
    94%
    Delivers good value for the price
    79 Answers
    93%
    Delivers good value for the price
    1416 Answers
    Happy with the feature set
    96%
    Happy with the feature set
    91 Answers
    91%
    Happy with the feature set
    1593 Answers
    Lived up to sales and marketing promises
    93%
    Lived up to sales and marketing promises
    55 Answers
    77%
    Lived up to sales and marketing promises
    930 Answers
    Implementation went as expected
    96%
    Implementation went as expected
    64 Answers
    69%
    Implementation went as expected
    868 Answers
    Features
    IBM Cognos AnalyticsPaylocity
    BI Standard Reporting
    Comparison of BI Standard Reporting features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    7.7
    138 Ratings
    6% below category average
    Paylocity
    -
    Ratings
    Pixel Perfect reports7.6129 Ratings00 Ratings
    Customizable dashboards8.0136 Ratings00 Ratings
    Report Formatting Templates7.5131 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    7.9
    138 Ratings
    1% below category average
    Paylocity
    -
    Ratings
    Drill-down analysis7.4136 Ratings00 Ratings
    Formatting capabilities8.3139 Ratings00 Ratings
    Integration with R or other statistical packages7.397 Ratings00 Ratings
    Report sharing and collaboration8.6133 Ratings00 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    9.2
    136 Ratings
    11% above category average
    Paylocity
    -
    Ratings
    Publish to Web9.836 Ratings00 Ratings
    Publish to PDF8.2132 Ratings00 Ratings
    Report Versioning9.833 Ratings00 Ratings
    Report Delivery Scheduling8.2134 Ratings00 Ratings
    Delivery to Remote Servers9.918 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    7.4
    124 Ratings
    8% below category average
    Paylocity
    -
    Ratings
    Pre-built visualization formats (heatmaps, scatter plots etc.)7.9121 Ratings00 Ratings
    Location Analytics / Geographic Visualization8.0114 Ratings00 Ratings
    Predictive Analytics6.7110 Ratings00 Ratings
    Pattern Recognition and Data Mining6.947 Ratings00 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    7.8
    130 Ratings
    8% below category average
    Paylocity
    -
    Ratings
    Multi-User Support (named login)7.5129 Ratings00 Ratings
    Role-Based Security Model7.5127 Ratings00 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)7.4127 Ratings00 Ratings
    Report-Level Access Control8.257 Ratings00 Ratings
    Single Sign-On (SSO)8.6111 Ratings00 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    6.3
    109 Ratings
    20% below category average
    Paylocity
    -
    Ratings
    Responsive Design for Web Access6.8104 Ratings00 Ratings
    Mobile Application6.390 Ratings00 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile6.696 Ratings00 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    9.2
    87 Ratings
    17% above category average
    Paylocity
    -
    Ratings
    REST API7.683 Ratings00 Ratings
    Javascript API7.779 Ratings00 Ratings
    iFrames9.912 Ratings00 Ratings
    Java API10.013 Ratings00 Ratings
    Themeable User Interface (UI)9.915 Ratings00 Ratings
    Customizable Platform (Open Source)9.99 Ratings00 Ratings
    Human Resource Management
    Comparison of Human Resource Management features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    8.0
    1650 Ratings
    3% below category average
    Employee demographic data00 Ratings8.51586 Ratings
    Employment history00 Ratings8.31538 Ratings
    Job profiles and administration00 Ratings8.01430 Ratings
    Workflow for transfers, promotions, pay raises, etc.00 Ratings7.81444 Ratings
    Organizational charting00 Ratings7.41329 Ratings
    Organization and location management00 Ratings8.11301 Ratings
    Compliance data (COBRA, OSHA, etc.)00 Ratings7.61126 Ratings
    Payroll Management
    Comparison of Payroll Management features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    8.4
    1582 Ratings
    3% above category average
    Pay calculation00 Ratings8.81562 Ratings
    Support for external payroll vendors00 Ratings7.9788 Ratings
    Off-cycle/On-Demand payment00 Ratings8.81237 Ratings
    Benefit plan administration00 Ratings7.81084 Ratings
    Direct deposit files00 Ratings9.11549 Ratings
    Salary revision and increment management00 Ratings8.51266 Ratings
    Reimbursement management00 Ratings8.0799 Ratings
    Leave and Attendance Management
    Comparison of Leave and Attendance Management features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    7.7
    1344 Ratings
    7% below category average
    Approval workflow00 Ratings8.01207 Ratings
    Balance details00 Ratings7.51301 Ratings
    Annual carry-forward and encashment00 Ratings7.71051 Ratings
    Employee Self Service
    Comparison of Employee Self Service features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    8.4
    1589 Ratings
    2% above category average
    View and generate pay and benefit information00 Ratings8.71561 Ratings
    Update personal information00 Ratings8.71590 Ratings
    View company policy documentation00 Ratings8.11309 Ratings
    Employee recognition00 Ratings8.41188 Ratings
    View job history00 Ratings8.41402 Ratings
    Asset Management
    Comparison of Asset Management features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    7.7
    512 Ratings
    4% below category average
    Tracking of all physical assets00 Ratings7.7514 Ratings
    HR Reporting
    Comparison of HR Reporting features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    7.4
    1477 Ratings
    3% below category average
    Report builder00 Ratings7.41433 Ratings
    Pre-built reports00 Ratings7.81451 Ratings
    Ability to combine HR data with external data00 Ratings7.0962 Ratings
    Onboarding
    Comparison of Onboarding features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    8.3
    1387 Ratings
    3% above category average
    New hire portal00 Ratings8.51390 Ratings
    Manager tracking tools00 Ratings8.21143 Ratings
    Performance and Goals
    Comparison of Performance and Goals features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    7.7
    791 Ratings
    5% below category average
    Corporate goal setting00 Ratings7.6637 Ratings
    Individual goal setting00 Ratings7.7736 Ratings
    Line-of sight-visibility00 Ratings7.6574 Ratings
    Performance tracking00 Ratings7.8738 Ratings
    Performance Management
    Comparison of Performance Management features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    7.6
    987 Ratings
    5% below category average
    Performance plans00 Ratings7.6905 Ratings
    Performance improvement plans00 Ratings7.3789 Ratings
    Review status tracking00 Ratings7.7915 Ratings
    Review reminders00 Ratings7.8922 Ratings
    Multiple review frequency00 Ratings7.7785 Ratings
    Succession Planning
    Comparison of Succession Planning features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    7.4
    547 Ratings
    6% below category average
    Create succession plans/pools00 Ratings7.3380 Ratings
    Candidate ranking00 Ratings7.4445 Ratings
    Candidate search00 Ratings7.7503 Ratings
    Candidate development00 Ratings7.4414 Ratings
    Recruiting / ATS
    Comparison of Recruiting / ATS features of IBM Cognos Analytics and Paylocity
    Feature
    IBM Cognos Analytics
    -
    Ratings
    Paylocity
    8.1
    944 Ratings
    2% above category average
    Job Requisition Management00 Ratings8.4822 Ratings
    Company Website Posting00 Ratings8.3848 Ratings
    Publish to Social Media00 Ratings7.8667 Ratings
    Job Search Site Posting00 Ratings8.1817 Ratings
    Duplicate Candidate Prevention00 Ratings7.6713 Ratings
    Applicant Tracking00 Ratings8.5880 Ratings
    Notifications and Alerts00 Ratings8.2881 Ratings
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    IBM Cognos AnalyticsPaylocity
    Small Businesses
    Cyfe
    Score4 out of 10
    UZIO
    Score9.4 out of 10
    Medium-sized Companies
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Zoho People
    Score8.6 out of 10
    Enterprises
    Jaspersoft Community Edition
    Score7 out of 10
    PeopleStrong
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM Cognos AnalyticsPaylocity
    Likelihood to Recommend
    8.0
    (158 ratings)
    8.0
    (1753 ratings)
    Likelihood to Renew
    8.4
    (31 ratings)
    9.1
    (195 ratings)
    Usability
    7.3
    (10 ratings)
    8.1
    (565 ratings)
    Availability
    8.6
    (4 ratings)
    8.8
    (49 ratings)
    Performance
    9.0
    (5 ratings)
    8.8
    (47 ratings)
    Support Rating
    1.0
    (9 ratings)
    8.0
    (178 ratings)
    In-Person Training
    8.7
    (4 ratings)
    7.8
    (9 ratings)
    Online Training
    8.0
    (4 ratings)
    8.3
    (41 ratings)
    Implementation Rating
    7.0
    (7 ratings)
    6.6
    (109 ratings)
    Configurability
    7.0
    (3 ratings)
    7.9
    (41 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    8.0
    (33 ratings)
    Data Sharing and Collaboration
    8.6
    (40 ratings)
    -
    (0 ratings)
    Data Sources
    8.3
    (40 ratings)
    -
    (0 ratings)
    Ease of integration
    5.5
    (6 ratings)
    6.5
    (39 ratings)
    Product Scalability
    6.4
    (5 ratings)
    8.4
    (48 ratings)
    Professional Services
    -
    (0 ratings)
    7.8
    (25 ratings)
    Vendor post-sale
    7.0
    (1 ratings)
    7.5
    (45 ratings)
    Vendor pre-sale
    7.0
    (1 ratings)
    7.9
    (43 ratings)
    User Testimonials
    IBM Cognos AnalyticsPaylocity
    Likelihood to Recommend
    IBM
    For Transaction monitoring, we build reports for executive management, providing insights into the number of alerts, the types or categories of detection scenarios, the risk profile, and a snapshot of high- or urgent-priority cases to be reported to AUSTRAC. Congos helps to build the report by ingesting alert data exported from SAS datasets. It joins with other data from Teradata and Customer Hub (Oracle).
    Incentivized
    Read full review
    Paylocity
    Consistent and ongoing issues with time and labor, payroll, benefits, and a lack of care and sense of urgency from the account manager and Paylocity staff in general when issues do arise. Every time an issue is fixed within the system, it seems that something else then begins to malfunction. 2026 specifically, there have been numerous issues with the time-off feature for both the employees and the HR Team.
    Incentivized
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    Pros
    IBM
    • Enterprise reporting - Create, customise, and run reports on sales trends, consumer sentiment, etc.
    • Dashboard creation and data exploration & analysis - Using drag and drop feature to create ad-hoc visualisation. Additionally, using AI powered natural language query feature for data analysis and dashboard input (formation of pie, bar, line charts). It's useful for no-technical person to put queries around the spreadsheet data to get quick answers.
    • Building insights for accurate decision making - Package reports with data backed insights for stakeholders in pdf, and Excel format to support business ad-hoc cases, forecasting and strategic recommendations on relevant asks.
    Incentivized
    Read full review
    Paylocity
    • When I need assistance, calling the help line is easy, and most of the time there isn't a long wait. Also, they can and do call back if necessary. I have had Zoom meetings to address issues that required more than just a phone call.
    • Tracking taxes and filing reports is truly important to us so that we file in a timely manner and avoid penalties and interest. We incurred many penalties when we were using QuickBooks.
    • Keeping track of employee documents such as I-9 forms along with visas, work authorizations, resident cards, driver's licenses, and certifications is easy and in one location.
    • With Paylocity, we can easily see who filled out applications. Previously, we used paper applications, which were more manual and involved looking through actual paperwork. This was hard to manage.
    Incentivized
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    Cons
    IBM
    • IBM Cognos Analytics enables customer data segmentation, which is essential for marketing, improving and streamlining purchasing behavior and preferences. This helps companies create more targeted and effective marketing campaigns.
    • Our clients Through data analysis, we can identify and observe trends in the behavior of other clients, allowing us to anticipate needs and adjust strategies to avoid consequences.
    Incentivized
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    Paylocity
    • There's a lot of confusion of the Effective Date and Begin Check Date.
    • Better explanations of cross-company managers when not all companies use the same modules.
    • Better explanation of the Time and Labor piece and how we can better utilize live labor, forecasting, and overall scheduling.
    Incentivized
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    Likelihood to Renew
    IBM
    For an existing solution, renewing licenses does provide a good return on investment. Additionally, while rolling out scorecards and dashboards with little adhoc capabilities, to end users, cognos is very easily scalable. It also allows to create a solution that has a mix of OLAP and relational data-sources, which is a limitation with other tools. Synchronizing with existing security setup is easy too.
    Read full review
    Paylocity
    The system is easy to use. I love the knowledge base system offered, I can answer many of my questions by looking here first before calling in. If i do have to call in to the help desk, everyone seems to be super knowledgably about the Paylocity Product and if they are unable to assist, which rarely happens, they will escalate my call to the next level of assistance
    Incentivized
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    Usability
    IBM
    We have a strong user base (3500 users) that are highly utilizing this tool. Basic users are able to consume content within the applied security model. We have a set of advanced users that really push the limits of Cognos with Report and Query Studio. These users have created a lot of personal content and stored it in 'My Reports'. Users enjoy this flexibility.
    Read full review
    Paylocity
    I would say that these 2 factors are the biggest contributors to the rating that I have given. The app is still buggy; I gave up on it after not being able to clock in 3 times. Also, the Firefox unavailability. I had to give up the Firefox browser in order for me to sign my contract and use Paylocity. If they are able to address those 2 issues then it should be a perfect 10.
    Incentivized
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    Reliability and Availability
    IBM
    Reports can typically be viewed through any browser that can access the server, so the availability is ultimately up to what the company utilizing it is comfortable with allowing, though report development tends to be more picky about browsers and settings as mentioned above. It also has an optional iPad app and general mobile browsing support, but dashboards lack the mobile compatibility. What keeps it from getting a higher score is the desktop tools that are vital to the development process. The compatibility with only Windows when the server has a wide range of compatibility can be a real sore point for a company that outfits its employees exclusively with Mac or Linux machines. Of course, if they are planning on outsourcing the development anyways, it's a rather moot point
    Read full review
    Paylocity
    Over the last 3 years, we've only had one major service issue that rendered Airbase unusable for us for about 24 hours. That said, they navigated the SVB bank crisis very well and made sure funds were available during that time.
    Incentivized
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    Performance
    IBM
    Overall no major complaints but it doesn't handle DMR (Dimensionally Modeled for Relational) very well. DMR modelling is a capability that IBM Cognos Framework Manager provides allowing you to specify dimensional information for relational metadata and allows for OLAP-style queries. However, the capability is not very efficient and, for example, if I'm using only 2 columns on a 20-column model, the software is not smart enough to exclude 18 columns and the query side gets progressively larger and larger until it's effectively unusable.
    Read full review
    Paylocity
    We had some minor hiccups throughout the year but they have all been fixable. Paylocity integrates well with our 401k provider, Principal, and our benefits, OneDigital. It makes it simple to house everything and have it all connected. It doesn't slow anything down to have Principal integrated. It makes it more efficient
    Incentivized
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    Support Rating
    IBM
    Why is their web application not working as fast as you think it should? They never know, and it is always a a bunch of shots in the dark to find out. Trying to download software from them is like trying to find a book at the library before computers were invented.
    Incentivized
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    Paylocity
    I have contacted support on several occasions, mostly for assistance with voiding a check and running an off-cycle payroll. The account managers and support team were all very knowledgeable and helpful. They provided great insight and clarity in answering my questions and helping me navigate these processes. I learn something new and helpful each time I speak with them! On a separate note, we have reported technical issues regarding several Paylocity onboarding tasks since this past year. We have reached out several times regarding these issues, but are still waiting for a resolution. It seems sometimes that technical concerns are reported, with no proper solution or follow-up.
    Incentivized
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    In-Person Training
    IBM
    Onsite training provided by IBM Cognos was effective and as expected. They did not perform training with our data which was a bit difficult for our end-users.
    Read full review
    Paylocity
    I didn't have in-person training, but I'm sure it was just as great as any other training/assistance Paylocity provides. Paylocity customer service is always available. You never have to be on hold and their answers are always accurate and timely. Documents in the help section are helpful as well. My in-person training was conducted y one of our employees who was involved in the initial set-up and training of all employees. She was excellent.
    Incentivized
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    Online Training
    IBM
    The online courses they offer are thorough and presented in such a way that someone who isn't already familiar with the general design methodologies used in this field will be capable of making a good design. The training environments are provided as a fully self contained virtual machine with everything needed already to create the environments. We've had some persisting issues with the environments becoming unavailable, but support has been responsive when these issues arise and straightening them out for us
    Read full review
    Paylocity
    It was virtually, click orange button in top right corner, click run report, hit submit. The training was minimal at best. I did not know what I was doing, so I just wrote down the steps, so when they steps failed I had no idea what to do, where I was in the process, What the terms mean or where to find them. When I had questions it was always the same answers, no understanding for WHAT I was doing when I hit the orange button.
    Incentivized
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    Implementation Rating
    IBM
    Make sure that any custom tables that you have, are built into your metadata packages. You can still access them via SQL queries in Cognos, but it is much easier to have them as a part of the available metadata packages.
    Read full review
    Paylocity
    Implementation was a bit bumpy and Paylocity team not always available for next steps and/or questions. I feel like Paylocity could have done a better job in their fact finding as far as what we were currently doing, our payroll policies and needs, etc. so that we would have run into less issues as we moved forward.
    Incentivized
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    Alternatives Considered
    IBM
    Power BI is stronger for quick ad-hoc analysis and dashboards, but IBM Cognos Analytics is better when consistency, precision, and mass distribution matter. Tableau is best for interactive analysis, while IBM Cognos Analytics is better for standardized, repeatable enterprise reporting. Sigma shines for customizable dashboards and drill-down analysis while IBM Cognos Analytics holds an edge in data discovery and visualization.
    Incentivized
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    Paylocity
    We switched from QuickBooks because Paylocity offers more than just payroll. It combines payroll, time tracking, HR, benefits, and employee self-service in one system. This has helped us reduce manual work, improve reporting, and make payroll more efficient. Overall, Paylocity was a better fit for our company's growth and HR needs.
    Incentivized
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    Contract Terms and Pricing Model
    IBM
    No answers on this topic
    Paylocity
    Everyone wants a good deal of course. We thought we did ok and felt you still made your money also
    Incentivized
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    Scalability
    IBM
    We rate IBM Cognos Analytics a 9 out of 10 for overall scalability. The platform handles large numbers of users, reports, and analytical workloads very reliably. We have experienced strong performance even in demanding enterprise environments with substantial data volumes. Its architecture provides sufficient flexibility to scale resources according to demand, making it well suited for large, business-critical deployments.
    Incentivized
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    Paylocity
    We have gone from a medium sized company to a larger company with no issues whatsoever with Paylocity being able to keep up or do what we need it to do for the size of our needs. In fact, it does more than we even use at this juncture
    Incentivized
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    Professional Services
    IBM
    No answers on this topic
    Paylocity
    Some are knowledgable others not as much and sometimes instead of helping you fix the issue will just give you some directions and expect you to try to figure it out yourself. Also, when your Account Manager needs to escliate the issue to another group, it can take a long time for them to get to your issue and there's no commuication.
    Incentivized
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    Return on Investment
    IBM
    • The platform can be pretty pricey.
    • Convoluted contracts and they fine you for any breach during audits.
    • Things are changed between releases without any warning and break.
    • It is second to none at being able to customize list and crosstab type reports.
    • You can easily set up a report to be emailed out every day and even have it export the report to a shared folder.
    • On-prem environments can be scaled up pretty much as much as you would like.
    Incentivized
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    Paylocity
    • The time savings alone is worth the cost. I went from having to spend 3 - 4 full business days on payroll to about 1.
    • Being able to look all employee data up in one place is a lifesaver and time saver - even outside of the office if I need to access information quickly it is all just a sign in away.
    • It has saved significant time and reduced confusion related to onboarding. Everyone is able to see what stage an employee is at, I do not need to worry about employees potentially working for us illegally thanks to eVerify, and I am always assured that all required documentation for regulatory purposes has been obtained prior to employment beginning.
    Incentivized
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    ScreenShots

    IBM Cognos Analytics Screenshots

    Product screenshotProduct screenshotProduct screenshotProduct screenshotProduct screenshotProduct screenshot

    Paylocity Screenshots

    Screenshot of a view of real-time employee data and performance metrics used to uncover and analyze trends. This creates an impactful understanding of the business, increase retention, understand labor costs, and plan for changes.Screenshot of where to automate manual processes with Paylocity's self-serve automation engine, Workflows. Users can implement routines for time-consuming manual tasks.Screenshot of where to manage and comply with employment law. Paylocity's HR Compliance solution helps users to stay on track and view important employee compliance items, from Equal Employment Opportunity (EEO), healthcare, and compensation.Screenshot of how Paylocity Recruiting can automate hiring processes. amplify outreach, showcase a company's culture, and build stronger candidate connections to swiftly fill positions.Screenshot of recognition and rewards in Paylocity.