GoodData.AI vs. ServiceNow IT Service Management

I think it works nicely for shops that want the analytical power and are ok to host their own infrastructure for the data and etl. For smaller operations with limited budgets but still high demand for analytical features the math may not work out.

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We found that ServiceNow's ITSM product is overall a great product to use in all areas of IT. Whether it be Security, Infrastructure, or Networking, nothing is too complicated to bring into ServiceNow for processing. Being able to use flows to automate task creation and auto assign has helped to fill process gaps that existed with our previous product.

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• The source datasets are often complex, semi-structured and un-linked to key entities. With GoodData, all of these datasets are unified to serve as a central semantic data model layer, building into a galaxy schema with dimensions, bridge, and facts, which then forms the backbone that powers the [...] data intelligence cloud. Building insights and dashboards become a much easier task once the underlying data model is designed. GoodData enforces certain best practices as a BI tool, which must be adhered to get the true value of the raw data. For e.g. the source FDA dashboard may just show inspection data but the Site Profile dashboard built on GoodData goes beyond the standard information and shows more insight into site risk scores and can be drilled into details. There is blog written on this topic: [...].
• GoodData provides a rich collection of visualization options that help us create compelling story-telling via dashboards. Being well-prepared for FDA inspections is essential for maintaining product quality, regulatory compliance, and avoiding serious business setbacks. FDA inspections are critical events that can shape a company’s market access and reputation. The FDA itself offers the FDA Data Dashboard, but it doesn’t make every document available. There is a blog written on this topic: [...].
• Medical devices and technologies do not stop evolving after they receive regulatory approval. Once a product hits the market, it faces real-world usage, compliance challenges, and an array of regulatory scrutiny. Managing these postmarket dynamics is critical to a product’s long-term success and patient safety. However, many companies struggle to keep track of relevant events across a product’s markets, from adverse event reports to changing regulations. Postmarket Intelligence developed on GoodData platform enables us to solve that problem. It empowers MedTech companies to efficiently monitor, assess, and act on postmarket data—saving time, improving decision-making, and ensuring compliance with industry standards. Anyone who is used to trying to get the data they need from the various FDA, and other regulatory agency websites, knows that collecting, cleaning, and structuring that data takes hours. And that’s before any analysis can get done. We enable customers to free up time to focus only on the high-value analysis and subsequent recommendations to leadership, rather than wrangling the data.
• The data pipeline refresh that is provided by GoodData Platform is also quite useful from data engineering perspective. The Automated Data Distribution v2 or commonly called as ADD refresh follows a set pattern of identifying the analytical data model through output stage which helps abstract the complex table definition to simpler views that can help with quick rebuild at the data warehouse level while loading the data into GoodData's ADS storage layer. The import first way of loading data into GoodData's cloud storage, followed by querying for any aggregations or metrics on the GoodData analyzer, makes this simple and fast.
• GoodData's latest product i.e. Cloud also offers several good features like Analytics as Code which helps software engineering teams follow a code-first approach to analytics, where building insights, dashboards or even datasets can be done in YAML templates or serviced by REST APIs. This is particularly forward thinking in the modern technology stack and evolving industry requirements. These provide seamless integration options to front-end and backend code, embedded analytics with multiple choices from HTML to React based workloads. At [...], we are currently exploring most of these features while planning for a future migration from Platform to Cloud.

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• Integration
• Good search capabilities. Applications are created within CMDB and we can search for the app to see the changes, incidents and problems created
• Reporting. Great store of MIS reports and will let you to create custom reports
• Visual Task Boards - use it as Kanban boards

• Good Data is already have certain customizable options. However, having more flexibility in customizing reports and dashboards & control over the visual aspects would enhance the overall user experience.
• To make Good Data even more powerful tool, improving the speed and responsiveness of the tool, especially during data-intensive tasks, would be a significantly helpful.
• For new users, the interface can be made more user friendly which would promote easy navigation through features of tool.

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• Finding requests that I opened and have since been completed by the assigned group/individual is very difficult to accomplish unless I've written down the request numbers somewhere.
• Requests that I opened and are subsequently closed, often continue to appear in the list of "My Open Requests" giving the appearance that they were not completed when in fact they were.
• It may exist, but if it does I haven't found it yet, which makes it less than intuitive, but I would like to see the ability to recall a request in ServiceNow.
• I believe our firewall rule change request for is a custom form, but it has a serious drawback. If I submit such a request and need to make a correction to it before it is approved, there isn't anyway for me to do so. The request has to first be rejected with the creation of a sub-task in order to edit it before it is resubmitted for approval.

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Because gooddata really helps us in processing data to make reports or dashboards. So we are very satisfied when we use it. What we like is the flexible use of charts. We change at will the use of charts to display in reports or dashboards. Thank you Gooddata for helping companies like us who need flexibility in usage

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Excellent rating for exceptional service provided for efficiency and efficient output given by it. It helped both client as well business to coordinate better for the requirements they work. It help to generate reports for real time progress on task. It helps to keep active watch on progress made by all parties

From a customer perspective it is incredibly usable. We have more users building their own reports that would normally need custom work from our support team. The back end can be daunting when trying to configure things like new data elements or push changes to a report to all existing customers.

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The basic actions of creating, updating and tracking requests is easy to udnerstand and use. Only a short onboarding training is needed to train the users of how to use it properly. However, the UI/UX experience can feel bloated with the many options it offers when you start to customize the tool to your company needs. It is also not the best looking user interface compared to more modern web applications.

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We are approximately one month since go-live. There has been one short outage.

We have never had any issues with ServiceNow's availability that I am aware of in the two years I have been using it.

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I'm generally impressed with how fast it reflects so much data.

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For a massive system, page loads are reasonably quick, including searches.

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Support team has been highly responsive and helpful from our first initial deployment to present day. They engage and work with us. know when to escalate for more challenging problems. They also follow up. Overall have had a very good experience with support

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I would give it this rating because we have had no major issues with the support for ServiceNow after we implemented it at our organization. They seem to respond promptly and efficiently if we ever do need to open a support case with them about an issue we are having.

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Petr was a rock star - patient, knowledgeable, clear and easy to work with.

GoodData implementation team was professional and courteous

To type in what should be a text box, you have to click an empty cell, a tiny text box pop up opens with a check box and an X. You the. Type in the text box and have to click the check mark. If you have a bunch of fields to fill out, doing this is very annoying. Absolutely know thought went in to this. I'm sure somebody in marketing thought it was a good idea. It wasn't.

Implementations are hard and we had limited technical resources. We relied too heavily on GD care team. When we found technical gaps, they weren't simple to overcome

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While implementation the focus always should be on customizing features which are out of box to minimize the debts following the main features like Incidents, Requests, Change & Problem Statement. It should be strictly ensured to maintain right data quality, eliminating any duplicates or wrong workflows and incorrect reportings. Strong security and goverance to be implemented.

GoodData comparing to other platform is very easy to use, customer support and on-boarding support. Set of features, speed of integration in our platform. Also great benefit for us was very competetive pricing.

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Having used other ticketing/asset tools in the past with other companies. This time, we opted for ServiceNow, primarily because of the company's scale. Once you start hiring a lot of employees, you need a robust tool with some maturity. We wanted to split the IT team into back-office and front-office teams. We needed proper permissions and auto-escalation. Also, approval flows for certain requests (mostly hardware and file access requests). All of this is part of the standard ServiceNow package. Some of the cheaper alternatives we felt were more suited for very small businesses or teams.

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We never had any issues with scalability, other than being limited by workspaces

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ServiceNow works as an enterprise solution.

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• I personally pushed our management to get GoodData implemented, and there on we have been making much more profits than we ever did!
• Last month we made a decision using the platform and withing a short span of time our ROI gets 7X.
• We also made a marketing spend of $100,000 every quater using the insights and metrics, and we are really happy with the returs.

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• Personally as an end-user, I feel like my issues have been resolved more quickly/don't tend to get as lost when using previous tools.
• Having a centralized place where all questions are asked and all issues are resolved means I don't have to spend time searching for the appropriate team. I can just create a ticket and it's channeled to the appropriate team for me.

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