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December 09, 2020
TIBCO Spotfire is used across the entire organization for implementing forecasting, data visualization, and model building. We use TIBCO Spotfire because of its advanced analytics capabilities combined with its broad data visualization offerings. Perhaps the most useful aspect of TIBCO Spotfire is the R Script interface, where we can use R scripts in Spotfire to create useful models and graphs.
- TIBCO Spotfire performs well for analysts that need more than just real-time data visualizations. These analysts need the ability to create advanced models.
- TIBCO Spotfire's graphs are a little bit more difficult to create than some other data visualization tools. I think this comes with the advantage of allowing the user a greater ability to customize visualizations.
- The suggested graphs part of creating graphs is world class. It offers more than just one suggestion and makes it easy for the user to create usable graphics.
- The software takes a while to start up. It's almost like using a Windows 7 machine with an old hard drive.
- Sometimes creating the most aesthetically-pleasing graphic takes a long time. This is because of the many adjustments that have to be made to a graph in Spotfire. Some other visualization software makes it easier.
- Although Spotfire has a number of advanced modeling capabilities, it would be nice to have more rather than having to build R scripts for some of the more advanced models.
- Online training
- Self-taught
The Spotfire training has come in two forms - online webinars and self-taught. The online webinars provide interesting updates on what is capable with Spotfire and what others are using the software for. The self-taught training is a bit more difficult than other software tools because Spotfire is less well-known, which means that the online presence is smaller. With that said, I think we've solved most of our issues simply by trial and error. It's one of the advantages of Spotfire - trial and error only leads to new knowledge, rather than breaking the product.
We have not specifically purchased any other add-on products to Spotfire. With that said, we are considering looking at Spotfire X. In addition, we are thinking of using Spotfire for more data wrangling, location analytics, real-time graphics, and real-time streaming of data. Of these, I think the two most important items that will save time are making the data wrangling tasks more automated and making the real-time streaming of data actually real-time streaming of data. Accomplishing these two tasks is more difficult than what it sounds.
November 27, 2020
We use TIBCO Spotfire for staff as a cross section of users across the organization. It enables faster, simpler, and more timely reporting and analysis information sharing to those that need it daily and weekly.
- Easy template spreadsheet reports and charting for daily consumption
- Easy deployment of new features to users
- Easy application updating to users when addressing bugs in the app
- Ability to leverage emailing reports automatically for staff in office and away
- Upgrading the product is still clunky.
- Support website to search is poor. Google is friendlier to find what I need
- More granularity for permissions to the library
- Improve web player design to current web standards
- Online training
- in-person training
Faster analytics development, better report decision making
Automation services, statistics services, data virtualization tdv, statistical services
November 04, 2020
TIBCO Spotfire is being used by every department in my organization, but mainly by our fundraising and operations departments. The software helps us answer important questions about our current donor base and also helps us identify locations and demographics where we could increase our donor base.
- The location and geospatial analysis tools are excellent and are great at giving a geographical context to our data.
- If you are familiar with BI tools, TIBCO Spotfire is easy to set up and start using.
- There are several options to visualize your data in ways that are compelling and tell a story.
- We are a smaller organization so we always have to justify the cost (it can be a little pricey for smaller organizations).
- Not a bad thing necessarily, but the software is so powerful that I feel like my organization is only scratching the surface with its capabilities. We need some guidance and help with the more advanced features.
- We wish there was more robust documentation available online; it seems to be a bit lacking in certain areas.
- no training
We are a smaller organization so we relied on a few key individuals who have backgrounds in data analysis and software to help train the members of the organization that would be using TIBCO Spotfire. It would have been helpful to have some more formalized training, but being so busy, it would have been hard to find the time to wrangle in all the various members and departments using the software.
We have integrated TIBCO Spotfire to TIBCO Cloud. This integration has been immensely helpful, as it has allowed my organization to access our data and information anywhere in the world and when they are out in the field.
November 01, 2020
Used across various programs in SMU. Helps to visualize data for better insights and analysis. Spotfire makes use of a very user-friendly interface which helps to make visualizations clear and easy to understand. More users are being introduced to and enjoying Spotfire. The effectiveness of Spotfire helps to simplify data problems.
- Easy to use interface.
- Powerful visualizations and recommendations.
- A good aid in visual storytelling.
- Less well known.
- Data types supported.
- Integration with other software.
- no training
Needing to figure things out on your own is a double edged sword. On one hand, you really get to understand the product and fully immerse yourself in it. On the other hand, it is more difficult as there is no guidance as to how to use the product. Overall, Spotfire is accessible enough to figure it out on your own.
Unfortunately, have not had the chance to integrate TIBCO Spotfire with other TIBCO products to provide advanced analytics. However, if there was a chance to do so, I believe that my organization would have largely benefited from it. The reason being that TIBCO Spotfire already has good analytics and analysis baked in, thus the synergy with other products will be very useful.
October 30, 2020
Spotfire is being used across the whole organization for various applications. Overall, it integrates multiple sources of data to be able to spend more time analyzing rather than data manipulation. For me, I merge well, completions, reservoir, and geological data together to find trends and correlations that contribute to well performance, determine top operators, and potential areas for acquisition.
- Absorbs vast amounts of live & static data.
- Customized dashboards.
- Quick results.
- Some visualizations are a little clunky.
- Could use some refinement in the UI.
- Would like to see more customizable plots/charts.
- Not being able to align gridlines with multiple scales
- in-person training
I never took the formal training that was offered in our company, as it happened the month before I joined. However, I learned from colleagues and through various web searches/resources. There are a lot of resources out there (Dr. Spotfire, TIBCO Community, etc.) that I use similar to how I figured out advanced functions in Excel. Through this, I became one of the power users within the company.
We also use TIBCO Data Virtualization, which gives us live links to our data.
It is currently being used in our Engineering department and we hope to expand that across other groups within our company. Our data was limited to Excel spreadsheets and this has helped to move us past this to fully utilize the data we are collecting.
- Clean and versatile presentation of data.
- Adding and subtracting information in analyses.
- Some data streams should be visibly controlled (colors for gas, oil, and water) should be defaulted.
- no training
We are signing up for training as the software was not intuitive.
TIBCO Spotfire is being used by our team to serve as a KPI dashboard for various clients to show the performance on their data using analytics. It is also being used to create new visualizations that can further highlight how the data can be viewed and further sliced into smaller chunks to be able to dive deeper into it.
- Better Visualizations.
- Data extraction options are easier to use.
- Fast and slick performance.
- Sometimes the customization features in the visualizations can be difficult to work with.
- Data loading performance is not always the best.
- Lack of material design and newer UI features.
- Self-taught
There are good training materials available online from TIBCO as well as from third-party sources. These training modules increased my ability to use different features in the tool as well as also motivated me to keep learning to create highly customized and complex dashboards/features that were quite helpful in providing complex solutions for our customers.
February 19, 2021

Spotfire is used by most of the company. The production engineering department creates reports for the field and Executive team to use. It gives us great visibility on our daily production, LOE, costs, and production analytics.
- Data import is easy.
- Creating visuals is simple and straight forward.
- You can create visuals to show exactly what you need.
- Sometimes it can be difficult to make a formula work exactly as you need in Spotfire. I've experienced many times where a simple formula in Excel doesn't work in Spotfire. There is always something a lot more complicated that needs to be done instead.
- Online training
It helped but I still do a lot of web searching for answers on how to make certain functions and formulas work.
October 28, 2020

It is used mainly within my department, which uses it as a support tool for making investigative analysis and reporting. My department also provides reports to other departments, which use such reports for consumer users. The business problems addressed by Spotfire are mainly finance, market, and process analysis.
- User-friendliness: People with different backgrounds become expert users of the software very quickly.
- Report management: it is very easy to amend a report modifying formulas, views, and data structures.
- Look and feel: in a well-designed report, it is very easy to find the right insights, thanks to embedded functionalities as marking and filters.
- Some visualizations should be more configurable and customizable.
- Data mapping could be more efficient if represented in a graphical way.
- Company customizations, such as logo and templates, are not immediately accessible to high-level users.
- Online training
It provided us with the basics of the tool. We managed to become expert autonomously quite shortly.
Automation services and statistics services.
We strongly benefited from such integrations, since they gave us the opportunity of automating a lot of formerly manually-operated tasks, therefore reducing our operational costs and use of advanced R scripts in many reports accessed via a web player.
We strongly benefited from such integrations, since they gave us the opportunity of automating a lot of formerly manually-operated tasks, therefore reducing our operational costs and use of advanced R scripts in many reports accessed via a web player.
TIBCO Spotfire is widely used by business analysts at my company for data analysis and data visualization purposes. It would especially valuable for someone who was only using Excel and/or VBA for data analysis.
- Analytics.
- Visualization.
- Automation.
- Bad documentation.
- Small user-base.
- Lack of available training.
- Online training
- no training
With the online training that I got, I am able to be more confident to operate the tool without trying to figure out the stuff one by one myself. What is more, the training also give me the ability to make critical modification which helps us to adjust the tool in the future.
June 28, 2020

Spotfire is being used across the whole organization. We've connected to over 23 data sources with ease and have built corporate dashboards for drilling, completions, operations, geology, and reserves. We've also used Spotfire to build some complex Models. Spotfire Analyst users enjoy using it for slicing and dicing their data.
- They have an excellent support team. Every one of their support engineers are top quality. You don't have to deal with the dreaded Tier 1, tell me about your problem and then I'll send you to Tier 2 scenario.
- We're able to quickly build POCs in a matter of days. Spotfire's data wrangling capabilities are amazing, and if you need a little bit more data engineering/data science power, you have the option of using Python or R.
- Spotfire is very extensible. If there's some advanced visualization that's not available out of the box, we've been able to generate it thru their JSVIZ add-on, which allows us to utilize any JavaScript visualization library (ie. D3, Highcharts, Plotly, Fusioncharts, etc.).
- They should have a lower price point for users to access the analyst version who don't require advanced capabilities. For example, a lower price if users just need to do some basic slicing and dicing with their data and not have to the data science functionality (ie. K-means clustering, regression modeling, classification modeling, etc.).
- Currently, you can't change the font type/color on the axis, which I'm sure will eventually be available in the future as they have a Tibco Ideas portal that they're fairly responsive to and act on. I guess at the end of the day, it's about the data and what insights you get from it.
- Online training
- in-person training
Spotfire has a wealth of training material on their community website and on Youtube. They have a monthly Dr. Spotfire series, where they dive into basic/intermediate and advanced topics. We also had a local Spotfire partner provide in-person training to our analyst users.
We use Tibco's Data Virtualization, Automation Services, and Statistical Services products. We've been trialing their Tibco Statistica product for advanced analytics and it works really well with Spotfire. When you mark/filter data in Spotfire, that dataset is feed into Statistica for one or more predictive models to run, and the predicted values are instantly returned back to Spotfire so that we can quickly visualize the data and perform analysis. This allows us to run multiple scenarios very quickly. The traditional approach of R or Python programming would require a lot of manually coding to subset the data.
July 18, 2020

It is our primary BI tool for analyzing revenue, user acquisition, web performance, and any other metrics collected for our organization. It is used primarily in the Marketing department but some dev users access it for usage metrics. It allows us to track various departmental KPIs as well as visualizing any other performance goals as required.
- Custom calculations within visualizations.
- Flexible data source connectors.
- Built-in trend and statistical analysis.
- More customization within each visualization ie. manually adjusting elements within a chart, such as labels.
- More user-friendly automation to allow for scheduled updates of files.
- Map-based visualizations are much harder than they need to be.
- no training
I am completely self-taught on the software.
July 15, 2020

Organization usage: focused in development and operations departments.
Business Problems:
Business Problems:
- Visualization of operations metrics such as production tracking.
- Data QC.
- Prototype advanced analytical approaches.
- Interactive visualizations ("Brush UI").
- Data wrangling interface.
- Search function for Spotfire features.
- Steep learning curve.
- Self help options confusing - online help is convoluted; inline help is mediocre.
- Trellis by a hierarchy or custom grouping of categories.
- in-person training
Impact was limited and really only provided awareness. Training was more useful to power users who were able to pickup a few additional tips or workflows. Our current training is more one on one now with new users having a chance to try it out first. We have access to online training but usage has been little.
Integrated with TIBCO Data Virtualization (TDV) and recently Data Science Workbench (DSW). TDV has been critical as the backbone to standardizing our data views and providing ready to use infolinks for users. Early days with DSW though our current expectations and early experience indicate this will be a very useful way of encapsulating more complex workflows in a friendly UI and publish via data functions.
We use it for data analysis and reporting. I have personally used it to better present data from multiple data sources into a concise and easily referenced layout.
- Great dashboards
- Intuitive interface
- Easy integrations
- Better interoperability
- no training
March 02, 2020
The Spotfire product is being used by a specific department to provide clients with insights into the data that we collect for them. The collected data is customer feedback about their service, we then provide interactive reports via Spotfire to allow our clients to slice and dice the data and compare themselves to competitors.
- User experience
- Simplicity
- Feature abundance
- Automated report refreshing
- More intuitive cluster performance information
- Further administrative/API capabilities
- Online training
- no training
Early on we did some online training. Since then it has been hands-on experience and trial/error. The documentation can be cumbersome but allows us to figure things out.
We have integrated with several data warehouse and analytics backends, some of these include:
- Amazon Redshift
- Apache Hive
- Apache Kafka
- PostgreSQL
- MS SQL
- MySQL
October 19, 2019
I recently used TIBCO Spotfire to build a joint interest payout template to help me gauge on which properties had reached paid out the status and required to bring carried interest owners back in the deck. The company was using an antiquated system to prepare payout statements but many of the statements had errors or bad data, and there was no transparency to calculate penalty uplift charges.
- Report Automation
- Enforce data integrity.
- Visual interpretation of data.
- Guidance on what functions exist in Spotfire desktop version versus Spotfire Cloud version.
- Create Spotfire desktop version for Mac operating system that is comparable to Windows operation desktop version.
- in-person training
- no training
I primarily used TIBCO website and TIBCO YouTube channel.
My organization has info links that integrate into our enterprise system (SAP). There are other integration points, but we're not aware of any at this time.
December 12, 2019
We are currently using TIBCO Spotfire in life sciences, energy, banking and retail domain and it has always given the best results to the business users.
- Data Loading from multiple datasources and data connectors especially Information Links.
- Drill Down, Sharing and collaborating analysis.
- Support to IronPython, Statistical programming like R-Script, S+, MATLAB and analytical cababilities
- GeoMapping - WMS layes, TMS Layers, Recommendation Engine, Theme based dashboarding
- User Interface can be improved.
- Scope to add new charts like area chart, bubble chart.
Yes - I have upgraded Spotfire environment 10's of times and process was always completed smoothly.
March 09, 2020

TIBCO Spotfire is widely used in my current, previous, and a few other organizations where I worked as a consultant. It helped the management and various departments to see the overall and detailed picture of their business. It helps to identify the problematic area and make necessary business decisions that help the company to better perform in a cost-effective manner. It is used by several departments. Example: Production Department was able to keep track of the overall daily production. They are able to analyze the declining curve, able to analyze production at pad level, well level, etc. Land Department was able to keep track of the various documents that their department is processing in a day. The accounting department was able to keep track of the LOE. There are several other departments that uses this product to see their overall performance of their departments. This is a great product.
- Great visualization.
- Retrieval of data by connecting to various sources like MSSQL Server, Access, Excel, Oracle, Txt file.
- Handling of many millions of records.
- Good security features.
- I see some areas where Spotfire can do an improvement when we do grouping. I see spotfire executes multiple times the same query for the grouping, instead if we can execute onetime get the data will be much more efficient. When executing the same query over and over again for many million rows is time consuming which slows down the performance of Spotfire.
- Online training
- in-person training
Increases the confidence in me, the way I'm building the dashboards. Learned so many new ways to get things done in short period of time.
February 27, 2020

We have TIBCO Spotfire connected to on-site databases to create engineering and operations dashboards to drive actions. It is being used by departments such as equipment engineering, process engineering, yield, operations, all taking in data from a variety of data warehouses or databases and sometimes uploaded from Excel sheets where required. TIBCO Spotfire is solving the business problem of helping spot what areas need action.
- On click actions
- Python integration
- More chart options--lots exist, but there are some great ones out that are hard to make currently
- in-person training
Got a good start on our own. We did have a Spotfire consultant on-site to help with training and it was very helpful to have someone to ask questions about Spotfire when we were stuck and did not know a good solution.
If our company used any of the other productions that TIBCO offered I was not aware of it.
December 02, 2019

Tibco Spotfire is used in my organization for efficient analysis of various market data. It is used to represent a large volume of data in a visual way that enables us to spot new and emerging trends that can impact the bottom line of businesses in the long run. We often use advanced data visualization of Tibco Spotfire for efficient trend or pattern analysis.
- Data visualizations.
- Allows data sharing more easily with team members and colleagues.
- I use the visualized data in PowerPoint for client reference. Using graphics is much easier than words.
- The navigation within Tibco Spotfire is pretty confusing. The icons within Tibco Spotfire do not seem to be user-friendly.
- Not very convenient for smaller size data.
- The analyst version of Tibco Spotfire is quite expensive but since we are utilizing the platform almost fully, the paid is justified.
- Online training
- no training
The tutorials on Tibco Spotfire is extremely beneficial for effective navigation within the software. Paid online tutorials helped me to do data analysis and draw insights efficiently.
November 18, 2019

Spotfire is being used across several divisions in the organizations. In the 'unconventionals' division that deals with hundreds of rigs and tens of thousands of wells. It uses Spotfire as its go-to analytics tool. The users range from Technicians, Engineers, Geologist, Scientists, to Business Analysts. The business problems range from corporate benchmarking analyses to engineering & operations efficiency work-flows.
- It makes it easy for everyone to access data from a centrally managed location.
- It is able to handle and visualize very large data sets in memory
- By leveraging its scripting capabilities, authors to create very sophisticated and complex work-flows to easy-to-use solutions.
- It reduces the need for larger IT organization to support business needs, by allowing business users to become self supporting.
- Additional out-of-the-box visualizations.
- Repository/source control.
- Library to support storing other (non-Spotfire) files in order to have one repository.
- Online training
- in-person training
There are many advanced analytical work-flows that are used everyday that leverage the R language.
October 19, 2019

Our research group is using Spotfire to find relationships between water quality parameters in water well samples taken from shallow aquifers. Spotfire displays the data very quickly, making the data review stage very efficient and allowing for multiple comparisons within minutes. It allows us to determine where we would like to go next in our research.
- efficient
- data display
- ease of use
- could use more colour options in display
- data display could be more customizable
- expensive for individuals or small research groups
- Self-taught
I would have liked to have had actual training to have been able to get the full functionality of Spotfire but, it's not hard to learn if you're using it for basic visual display and data analysis.
We did not use Spotfire in association with other TIBCO products.
November 22, 2019

It is used to visualize new discoveries in data. It is used by our Data Science team which is lead by the Data and Analytics team at Omnitracs. It allows us to get to actionable insights more rapidly by providing clinical business users throughout the organization with unmatched speed and flexibility to address clinical safety questions.
- Automated reporting
- Data Security
- Visualizing and displaying data
- Easy to use
- Slow performance for large data set
- Too many options , complicated user outfit
- Not very good user interface
- Online training
So far so good. Learning and sharing.
October 09, 2019

TIBCO Spotfire is currently being used across the department. It helps in the visualization and analyzing of the production data, which is useful for both internal evaluation and external presentations.
- Visualizing dataset.
- Categorizing data.
- Filtering data.
- Loglines and log scales need to be an option for the graphs.
- Titles and names should have more advanced options in a simple manner(no programming needed). Users should be able to specify the content from the table and formating for it.
- The search for the keyword in the filter needs to be improved.
- Labeling on the graph needs to be improved as they are not very good.
- Drawing order needs to be a simple option for line graphs.
My team uses it to analyze data. Data is imported through our database to Spotifre Analyst and Spotfire will conveniently generate graphical visualizations of our data.
- Visual representations.
- Data collected.
- Difficult to find bathes in drop down list.
- no training
TIBCO Spotfire Scorecard Summary
Feature Scorecard Summary
What is TIBCO Spotfire?
TIBCO Spotfire® is a data visualization platform that aims to speed individual time to insight and spur analytics adoption across the organization. According to the vendor, Spotfire helps users quickly and easily generate insights with three new ways to support their analytical preferences: NLQ powered search, AI-driven recommendations, and direct manipulation. Users can add context with native streaming for integrated analyses of real-time and historical data, best-in-class geoanalytics, and one-click predictive analytics to go beyond basic visualizations and understand the factors driving trends and what will happen next.
TIBCO Cloud Spotfire® provides the same business intelligence tools as Spotfire Desktop, with the addition of web authoring.
According to the vendor, Spotfire's differentiating hybrid in-memory/in-database analytics architecture supports the most demanding enterprise needs, easily scaling to thousands of users and limitless rows of data.
Spotfire is deployed in companies in financial services, energy, manufacturing, consumer packaged goods, government, travel & logistics, helathcare, life sciences and more.
TIBCO Cloud Spotfire® provides the same business intelligence tools as Spotfire Desktop, with the addition of web authoring.
According to the vendor, Spotfire's differentiating hybrid in-memory/in-database analytics architecture supports the most demanding enterprise needs, easily scaling to thousands of users and limitless rows of data.
Spotfire is deployed in companies in financial services, energy, manufacturing, consumer packaged goods, government, travel & logistics, helathcare, life sciences and more.
TIBCO Spotfire Screenshots
TIBCO Spotfire Videos (4)
TIBCO Spotfire Downloadables
TIBCO Spotfire Integrations
Google Analytics, Salesforce.com, Attivo Networks, TIBCO Simplr DISCONTINUED, Wordsmith by Automated Insights
TIBCO Spotfire Competitors
TIBCO Spotfire Pricing
- Has featureFree Trial Available?Yes
- Has featureFree or Freemium Version Available?Yes
- Has featurePremium Consulting/Integration Services Available?Yes
- Entry-level set up fee?No
| On-premise Edition | Pricing Details | Terms |
|---|---|---|
| TIBCO Spotfire Platform | Please contact TIBCO sales |
| SaaS Edition | Pricing Details | Terms |
|---|---|---|
| TIBCO Cloud Spotfire - Analyst | $125/mo, $1250/yr | Per Seat |
| TIBCO Cloud Spotfire - Business Author | $65/mo, $650/yr | Per Seat |
| TIBCO Spotfire for Amazon Web Services | $0.99 | Per Hour (Starting) |
| TIBCO Spotfire Cloud Enterprise | Please contact TIBCO sales | |
| TIBCO Cloud Spotfire - Consumer | $25/mo, $250/yr | Per Seat |
For Enterprise engagements, please contact TIBCO directly for a custom price quote.
TIBCO Spotfire Support Options
| Free Version | Paid Version | |
|---|---|---|
| Live Chat | ||
| Forum/Community | ||
| FAQ/Knowledgebase | ||
| Video Tutorials / Webinar | ||
| Phone | ||
| Web |
TIBCO Spotfire Technical Details
| Deployment Types: | On-premise, SaaS |
|---|---|
| Operating Systems: | Windows, Linux, Mac |
| Mobile Application: | Apple iOS, Mobile Web |
| Supported Countries: | Available in all regions |
| Supported Languages: | English, Spanish, French, German, Portugese, Chinese, Italian |






















