TIBCO Spotfire® is a data visualization platform that utilizes predictive analytics. In addition to data viz, it includes data wrangling capabilities, predictive analytics, location analytics, and real-time streaming analytics. Spotfire - One of the best BI and Analytical toolWe 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.,7,10,TIBCO Spotfire is widely used in the company across all the domains and used by thousands of users.,10,10,300,5,Data Prediction Statistical Analysis,Sales Analysis, Clinical research,8,8,9,9,Yes,Price Product Features Product Usability Product Reputation Vendor Reputation Analyst Reports Third-party Reviews,Implemented in-house,Yes,Change management was a big part of the implementation and was well-handled,Implementing Single Sign-On,10,Yes,8,Loading Data from multiple data sources and combing them together. Creating different types of visualizations to get the trends and patterns. Drilling down the data to a lower level to get bottom line impact.,Yes,9,Yes,Since the architecture is changed in Spotfire v7.5 and above so it's easy to manage all the things from Spotfire Server. Got new features like Waterfall Chart, KPI chart, annotations etc which will help in user experience. New Functions, data connectorsBusiness Transforming ProductI am able to quickly gain access to data of all types. It is able to dynamically develop visualizations that are both visually appealing and drive business decision making. I have developed many reports and dashboards that display operations performance to operators, managers, and leaders. The variety of available visualizations is vast, and it can satisfy most needs.,There are some visualizations that it is incapable of rendering including circular genome maps.,9,10,Online training In-person training Self-taught,5,9,I began using this product with zero training whatsoever. I found this to be an effective approach as I was able to dive in head first.,100,2,Dashboard Creation. Data Mining. Results Communication. Data accessibility for general users. Statistical Analysis.,8,Don't know,5,7,9,9,We would like to integrate Spotfire with our in-house dashboarding system to enable users to create their own dashboards.Spotfire - All in one tool for reporting, analytics and dashboardsTibco Spotfire is used extensively at our organisation and by our clients to leverage and gain insights into large quantities of data. We primarily use it for data exploration, reporting, predictive analytics and data segmentation. With Spotfire we are able to build comprehensive dashboards quickly and efficiently without the need for specialist BI developers.,Quickly build reports from large quantities of data and then publish those reports via the web player. Ability to work with data sets in different formats, i.e. data aggregation or SQL queries are not required. Out of the box analytics that makes it easy for business users to gain insights into their data. Ability to leverage R scripts in Spotfire.,Easier functionality of Python scripts. Stability improvements are required, software has a tendency to crash. Easier optimisation of reports for the web player especially where large data sets are involved.,10,,10,Spotfire is used company wide by approximately 30 consultants. We have a few data scientists that makes use of the more advanced features.,10,10,10,10,8,10Spotfire from a developer's perspective.Spotfire is an analytical tool more than a reporting tool. It is highly customizable via its API but it has enough out-of-the-box features to get the job done. It does some data management, but it is recommended to have the backend data clean and in place for great and reliable output. It has many statistical functions so adding columns on the fly is a breeze. Spotfire is referred to within the analytics community as "Excel on steroids". It is a great tool for highly interactive visualizations and drill down.,Many features are hidden and hard to find, but like the new version of MS Office with the ribbon replacing menus and toolbars, it's all about experience and learning the interface.,10,9,9,YesTibco Spotfire - Analytical ToolWe are an energy consulting firm and we use Tibco Spotfire to analyze streams of real-time energy trading data for deal analytics, forecasting and risk management. Spotfire is an amazing analytical tool which will help you pick up data from multiple databases and spreadsheets and create graphical and analytical diagrams that will help businesses in several ways to understand their systems throughput, number of exceptions, etc. One of the big advantages offered by the product is real-time analysis. There is no time lag between availability of trading data and analysis. The systems allows us to analyze large amounts of trading data in real-time.,It is restricted to input from databases and spreadsheets,9,9,We are able to better understand the flow of deal data and take corrective action wherever required to mitigate risk or improve forecasting accuracy based on real-time data. We can make constant adjustments in response to real-time changes in the data flow.,9Robust visualization and analytics available for a small budgetSpotfire provides advanced visualization that can be further customized with custom expressions, which is a very powerful and versatile functionality. Coupled with property controls that allow users make various selections and changes to variables, this functionality allows creating pretty robust 'what if' scenarios. Such has multiple applications ranging from price analysis and price development to budgeting to cash flow to engineering. Spotfire is very good at data transformations and enrichment. This allows aligning multiple otherwise disparate data sources and analyzing data from those data sources side by side and on the same view. That in turn provides deeper insight into data. Spotfire offers a wide range of formula types including statistical formulas that allow for high degree of customization and flexibility in building visualizations and/or logic. This in turn again allows getting more insight into/from data.,Combination chart does not allow stacked bars along with a line. So, if the user does stacked bars i.e., based on one column but broken down with the column's individual values by color, then the line is not possible to do. The statistical table of the box plot visualization, though very useful and customizable, cannot be formatted and the default formats aren't based on the columns' formats either. Data transformations, though extremely useful and critical for data alignment for multiple data sources, cannot be changed once implemented for a data table. If changes are due, the entire data table must be re-done. There are multiple bugs that either unexpectedly shut down a Spotfire session or otherwise interfere. For example, if a data table has data transformations and columns inserted from external tables and if such a data table is embedded then it may become un-refreshable. Sometimes, that can be corrected by selecting "Linked to Source", saving the file and re-opening. But sometimes, it becomes un-refreshable for good, meaning that the data table must be re-done from scratch. If a column that is being used in any expression or as a matched column is deleted, the entire data table becomes embedded and will have to be re-done from scratch. There's limited functionality to personalize visualizations with colors, shapes, fonts, etc.,9,,9,In the first year of the usage of analytics developed on the Spotfire platform, we're expecting over 500-600% ROI, which is pretty hefty. It's not necessarily all the benefits directly from Spotfire but the analytics and logic built into it.,Online training In-person training,9,9,200,10,Analytics of Historical Prices: Price and strategy development. Analytics of Competitive Prices: Price and strategy development and competitive bids Customer Analysis: Orders and sales performance per technology, product line, region, etc., revenue per installed base. Competitive and win/loss analysis: Reasons for wins and losses, what competitors we're up against per technology, segment, product line, why we win and lose against individual competitors, etc., competitors' capabilities, geographic coverage, etc.,,Implemented in-house,8,No,8,9,8,9,MS Excel. MS Access.,Can't be disclosed.,YesSpotfire is an excellent data visualization and data analytics toolHandles large data sets very well (ie. thousands to millions of rows of data) Gives users flexibility on creating the types of visualizations they can create based on what questions they ask. Can easily integrate with data sources, for example, connecting directly to databases. Makes it easy for a user to spot trends or outlying data and identify it. Empowers user with the ability see the data in a different way and make decisions.,Out-of-the-box, Spotfire does not do actual data analysis well, meaning it is really not meant to be used for complex calculations of data. Requires a 3-tiered architecture (Oracle Database, Application Server, and thick client) for setting up. It does not have a strong curve-fitting engine.,10,10,This is too difficult to measure in a pharma research environment.,In-person training Self-taught,10,In my opinion, it is not a good idea to give this application to a user without training. In a previous review, there is a comment that this application has a short learning curve, but that reviewer is an engineer. If you are technical and are good with data analytics tools already, it should be easy to pick up. If you are a scientist whose main focus is to discover and develop pharmaceutical drugs, you don't have time to figure it out yourself. I find that at least the basic fundamentals of Spotfire need to be shown to most new users first to get the most out of the product.,1000,20,In the pharmaceutical research industry, the application can be used for viewing experimental results to spot trends or ask specific questions against assay data to make decisions going forward on research projects. Also I’ve seen it used it for reporting of results, dashboarding for project progress tracking. It could also serve as a search tool against a database. Data visualization of large data sets. pharmaceutical research. Drilling down to answer questions against data. Spotting trends or identifying anomalies in large data sets.,Using Spotfire as a search user interface where the current application does not have one developed yet. By connecting to the correct data tables in the application's database to serve as the data source to the Spotfire file, we then created a search tool by combining visualizations and filters to the data.,No,Don't know,8,No,7,9,9,9,Mostly creating information links to pull data directly from oracle databases.,No, not at this time. My main job function is to train users on the fundamentals and also how to use any custom tools built in house for Spotfire.,N/ASpotfire Self reviewSecurity : Here we can design the row level security based on the user who logs into the system. even row level security can be build for huge data set(millions of records), By keeping actual data-table in cache we can bring live data for security table and applying restriction on already cached data(no waiting time) Using HTML & J-Script Using of Python script: All the property can be controlled thru Python scripting. with single click event we can in-work python scripts which execute dynamically.,Doesn't support cube/Hyperion data source directly. In-DB connection are not flexible, wont support embedding or adding calculated columns.,8,,10,In the war of Tableau vs Spotfire, Spotfire gained lots of popularity with the help of flexible a UI representation.,8,8,YesRobust data engine & standardized visualizationsAs a field consultant I deploy TIBCO Spotfire, develop data visualization reports/dashboards/templates, and provide on-site training and mentoring. Most of my clients use Spotfire as an enterprise reporting solution. I have also helped the vast majority of those same organizations deploy ad hoc analysis environments. The ad hoc use cases are typically inter departmental analysis projects.Almost all of my clients select TIBCO Spotfire for it's ability to easily visualize data, merge disparate data sets, scale across an expanding enterprise, and handle data loading in a variety of methods. Additionally, I work with a large number of clinical research and life sciences firms who have read about the growing number of Spotfire extensions (custom add-ins) that are geared specially to their industry. This level of customization generates a great level of interest in Spotfire.,Data transformation. Pivoting, un-pivoting, aggregation, and numerous other data transformations can be achieved through a simple "Information Link" GUI or through custom SQL. Additional transformations, joins, calculation expressions can be achieved within the client as well. Standardized visualizations. Spotfire provides all of the typical types of visualizations (bar charts, scatter plots, tree maps, geo, dashboards, etc.) in a clean standard format that is easily recognized by users. Strong SaaS capabilities. Strong web-player out of the box that can be embedded and manipulated in your own site. Robust use of data structure. Spotfire provides a range of options from importing spreadsheets to connecting to existing databases. Data can be merged within Spotfire via the GUI, pushed to the database, or return select data sets based on user actions. Simple web and client interface. Intuitive interface for users and visualization report developers. Visualization options are limited for the sake of standardization Depth of reporting capabilities. Simple enough for a casual user to develop simple reports, but powerful enough data transformation and calculation expressions to build complex reports. One the greatest improvements with the latest versions of Spotfire (v6 and v7) is its ability to load enormous data sets. Spotfire was already the industry leader as an in-memory data visualization tool (as well as a hybrid data on-demand method), but it now supports numerous "big-data" data connections. This allows Spotfire to push demanding data processing into the database and return only the necessary metadata to build a visualization. Visual user interface customization has improved dramatically with the latest Spotfire versions. Version 6 allowed for much more custom HTML/CSS/Java Script to produce unique visual solutions. Version 7 took that further by allowing a GUI (point and click) to modify nearly the entire user interface. Essentially you can alter the UI to the point that Spotfire begins to look like any webpage you like.,Error handling. The data engine and expression builder have almost no organic error handling or troubleshooting capabilities. Program errors, while minimal, are vague and appear spontaneously. Training for data transformation user interface. On-site and online training for visualization report development is good, but data engine training is minimal at best. Flexibility of visualization design. Design options are very limited and are not as powerful as Tableau or MS Excel 2010+. While version 7 has provided extensive flexibility in modifying the user interface, the amount of flexibility in adjusting data visualizations is still limited. Auto-save or version control. There is no auto-save or automated version control. The client will crash sporadically and all work is lost since the last file save. Progressiveness of visualization designs. Spotfire lags behind its competitors in the range of visualization types and the options available to manipulate the current visualizations. Standardization of design controls. Report authoring options that you would expect to be ubiquitous are not and those that are available are sometimes found in different locations. Resource hog! Spotfire requires a good deal of memory, processing power, and efficiently tuned data sources. Spotfire v7 is especially demanding on memory and processing power. All versions will demand efficiently tuned in database sources. Poorly tuned databases will become a bottleneck in performance. Upgrading can be challenging if you have custom extensions or Spotfire reports using complex operations (eg. large in-memory data, large number of tabs, complex logic, multiple data sources merging, etc.),9,,SQL Developer, VMware User Environment Manager, Amazon Web Services,10,In previous roles as well as my current vendor consultation role, I have seen Spotfire start in one business unit and expand to the entire company. Operations, research, IT, accounting, finance, and executives all end up performing ad hoc analyses or reviewing reports through Spotfire. Typically their are analysts or developers in each business unit or group that build Spotfire analyses. Decision makers typically review analyses through the webplayer. The ability to allow everyone in an organization to review visualizations is very simple through the webplayer.,10,9,External and internal revenue growth. SaaS program has been developed using Spotfire. Internally, any employee has the ability to quickly develop reports by tapping into enormous data sources. Rapidness of reporting vast amounts of data. Reports are easy to construct, publish, share, and update.,994900,359623,Mobile reporting. The current Spotfire mobile solution is half-baked and the existing Spotfire data visualizations do not represent well on mobile devices. The data visualizations display satisfactorily on tablets.,SaaS / enterprise product. Spotfire is used to visualize data and then published over the webplayer. This allows any user to see their clinical trials' progress in near real time. Internal reporting. Any employee can tap into any formal or ah hoc data source within the company and quickly develop their own visualization reports. Spotfire has seen use in nearly all facets of the company. Standardize reporting throughout the company. Much quicker than Excel and much easier to produce clean, standardized reports.,We built a SaaS program that allows internal and external clients to dynamically load their specific data and monitor the progress of their clinical trials. Pre-filtering capability allows users to jump straight to their pertinent data set. This also helps manage load times when dealing with massive data sets. Changes the way that status meetings are held. A proficient user can pull in live data and answer questions as they are asked. Updating a report to a client's question as they are asked builds trust and engagement.,,Vendor implemented Implemented in-house Professional services company,10,Online training In-person training Self-taught,8,7,The basic visualizations within Spotfire use a drag and drop GUI that can be mastered by anyone. Anyone with a moderate level of MS Excel and/or SQL experience will easily grasp the data expressions used in the visualizations. Mastering the data engine requires an understanding of basic data structure and basic SQL. Developing complex reports that are efficient requires creativity and a high level of persistence that borders on stubbornness. I recommend that a visualization developer take the "boot camp" online course and sit down with Tibco for one or two ad-hoc courses on the data engine.,8,9,9,8,Integrated into a portal environment to support SaaS product,YesWhat Most Don't Know About SpotfireSpotfire is used to create internal reports for sales and marketing efforts. It is also presented as a potential BI solution for clients.,Not only does Spotfire provide recommended visualizations based upon the data you want to look at, it will then build those visualizations for you, taking half the clicks as other BI tools. Spotifire allows you to create detailed visualizations from multiple data sources and tables on the same page. You cannot do this with Tableau. Spotfire automatically creates and populates a filter panel based on the columns of the tables you import. With Tableau you have to build each filter panel from scratch.,Spotire could advertise it's user community more so that more customers are aware of it.,10,Tableau and Microsoft Power BI,10,Company Wide.,10,10,Multiple visualizations on the same page Drill down and predictive analytic capabilities filtering data mash up and manipulation,Yes,10Spotfire is Spot-On for Data AnalysisI particularly enjoy how Spotfire enables us to triage any problems fairly quickly. We can directly connect to a database, pull in a subset of data, and then quickly create visualizations to make judgments on problem severity. For example: we can grab server response data, create a bar chart and then quickly add standard deviation and average lines to the bar chart.,This could just be a problem of the (fairly old) version of Spotfire we're using, but being able to directly control database chunksize would be great. The desktop client seems fairly chatty, so you really feel the network latency when you are doing a direct connection with a database across the country.,9,10,Marketing Channel Analysis. Sales Analysis. Financial Analysis. Data Integrity Triage. Server Health Monitoring.,,Implemented in-house,6,In-person training Self-taught,8,I think some initial training is needed to use the product if there is nobody in your company that knows how to use it. If there are ready examples to work with, then I would recommend playing with the examples and have the training sessions be question/scenario driven.,Yes,10Insight into TIBCO SpotfireI have helped Oil & Gas clients in implementing several Drilling, Completions, Production, Surveillance, Reserves and O & G Accounting Use Cases. Some of these analyses help users analyze near real-time data; others are previous day or weekly/Quarterly/Annual data. Data Relationships and Statistical analysis is another popular areas amongst Geologists, Engineers and Engineering Techs.,Enables you to visualize and analyze data. Perform predictive analytics based on statiscal models. Interaction with the data which enables slicing & dicing of the data based on specific requirements which can be very fluid and change from hour to hour Share analyses with other team members, partners and vendors. Connect to disparate data sources for analysis. Run more interactive sessions/meetings without having to say, "I'll get back to you on that".,It's an interactive visualization and BI tool, so if you are looking to generate static formatted reports or invoices then this is probably not the tool you need.,10,,10,I work with several different clients so I have seen it being implemented for 20-30 users and I have also seen it being implemented for thousands of users. But one thing is fairly consistent, the user-base grows very rapidly.,9,9,8,5,5,General business intelligence; more specifically, data interaction and visualization. Identifying hidden trends, slicing & dicing the data without having to depend on IT or other developers. Depending on industry: Predictive Analytics, optimizing production, cost & process efficiencies.,,Implemented in-house,8,Online training In-person training Self-taught,10,8,It is very easy to use, and a lot of users got started without any formal training. But a formal structured training course definitely compresses the learning period.,Yes,9,8,9,9,Several Oil & Gas specific products. Microsoft SQL Server. Oracle database. SAP Web Services.,None that I didn't already mention.SpotfireTibco Spotfire is scalable, flexible, intuitive and extremely fast. We were having issues with Tableau performance and decided to trial Spotfire. We noticed the difference right away, and then when I played with the analytical abilities of Spotfire, we decided that Spotfire was the way to go. It's not as eye catching as Tableau but definitely more functional. It is probably the best and fastest data discovery tool in the market.,Analytics Data Discovery since it's fast,Visualization,10,,9,Company-wide, but we're a small company of 10-15.,10,10,8SpotfireSpotfire is being used as an Enterprise level Business Intelligence Platform.Our data is being fed from various different ERP's and a ETL team is transforming the data in a way it can be consumed by spotfire. During the design phase the spotfire and ETL teams come together and create a model where certain things will be handle in spotfire and most of them in the warehouse. Spotfire is a very robust tool, pulling lots of data with less columns ,makes no harm and gives ideal results.,Spotfire has a great Geo Analytics platform where Geo-coding is automatically performed from version 6.0 and complex geoanalytics problems can be solved in combination with the Tibco Enterprise Runtime for R (TERR) engine, if the company has R language expertise Spotfire has some cool inbuilt functions available through which we do not have to do manual calculations like Total,%Cumulative Sum,YOY,MOM QOQ kind of stuff, and lots other functions which make life simpler Iron python scripting is an advantage but, of course, tricky initially if you do not have experience, but it can simplify users' lives if used properly Scheduled updates and caching. If we are trying to get the dashboards up in a flash , this feature is useful One more important thing in the latest version, is the business author piece on the web player where business users can develop their own stuff on Web, this is a good start and hope to see this developed further Spotfire is coming up with new Mobile Metrics platform, i.e. it is responsive on mobile devices Also there is a new KPI chart which can be very useful for Executive reporting.,Customizability on the Analyst end: Spotfire is a good tool, but there are a few points where it should improve. I cannot hide an object like a tab or visualization r Data Load speed at the analyst level, I somehow feel when i try to load data in the analyst level it loads slow and while using at webplayer because of the schedule updates it runs fast. I know there is the caching concept, but it is unlike QlikView whichgives a great performance with the desktop version as well. I would expect the same to happen here,9,,8,We have more than 800 users and user types mainly include Analysts who develop the dashboards, CIO Office, Metric Managers, and field executives.,9,8,8,Self-taught,yes it was easy to learn, but the advantage of working with a different BI tool, you can get hold of this too fast, over a period of time there were hurdles but we used to have intermediate sessions from the company on the new features and releases, there is also a lot of webinar series organized by the company, joining them once a month solves many technical problems.Ofcourse there is the TIBCO forum, where most of your encountered problems are already discussed. If its a new problem we need to get creative and read the documentation which is good.,2000,20,Track weekly progress Actionable insights from the data Predict the future outcomes,8,8,8,8Integrating Spotfire with web applicationsSpotfire makes it so easy to visualize a large amount of data in the graph of your choice. The filtering mechanism is simple while powerful. The interactive marking feature allows you to drill down to the data very quickly. Dynamic aggregation is really handy. All of these can be applied to one or more tabular data sets with no need of up-front dimensional modeling. The architecture of the product is sound. A .net API can be used to customize existing or create new visualizations that can be deployed to Web Player and Spotfire Professional. Spotfire Server provides support for security, deployment and management of the library items and so on. Each of these server components are fully fault-tolerant and production ready.,For version 4.5 or earlier, the loading of the data was slow when the data set got larger. Version 5.0 or later should have made this much better, even though I didn't have a chance to use it. Spotfire Server needed some polish. It was Java-based, in contrast to .net-based Web Player. The interfaces and documentation for customization and extension were poor. Earlier versions did not have support for non-relational data, which was introduced in later versions.,I don't have quantifiable ROI data.,5,9,Tibco Spotfire is one of the leading Data Visualization tools on the market. We had a need to provide our customers the capability of doing rapid analysis on performance of their campaigns with highly-visual web UI. Spotfire was a good fit for that. Our product was SaaS based. The design of Spotfire's Web Player and Spotfire Server made it easy to integrate with web applications.,Integration with the existing security mechanism to ensure only authorized the data is visible via Spotfire web UI. Dynamically select and connect to multiple data sources based on the current user request. This involved some customization in the Spotfire back end.,,Implemented in-house,9,Online training In-person training Self-taught,8,8,Depending on the depth, regular users can pick it up with self-learning. But for in-depth development, training is needed and recommended.,Yes,9TIBCO Spotfire + analytics reviewVisualization (presentation, reporting, slice and dice). Analytics. Ability to handle large and diverse data sets. Customer interface.,The analytics interface could be improved. Support for financial libraries and inbuilt libraries could be increased.,8,Interactive reporting, slice and dice. Time saving as the Web player can be used for analyzing data interactively. Analytics and visualization in the same tool. Primarily business intelligence and reporting costs are saved once it is set up with the ability to dissect data in a useful manner without the need for an extensive reporting team. This is useful in terms of cost savings.,,8,30,10,Spotfire if mainly used for reporting and visualization and for slicing and dicing of data. It can be used for executive and management reporting. Combined with S server for analytics, Spotfire can be a powerful tool for both data analysis as well as visualization and reporting.,,Implemented in-house Professional services company,8,Online training Self-taught,7,Yes the visualization layer is very intuitive. The analytics S PLUS server is also easy to learn (separate from visualization layer) and with the right skills, learning time is also not significant here.,No,7,8,7,8,Other databases. Other engines like R.,R engine.,Look at the value-add of different modules including S analytics, web player. See if you can support on these modules.An Always-On way to keep an eye on your DataExcellent report-building tool, particularly for data sets/sources that contain more than the Excel-maximum 1.05 million rows per sheet. Very simple to make calculations to data, either through predefined aggregation methods or through custom expressions. Visually appealing GUI, designed with end-users in mind. Provides a transition from Ad-Hoc-request-based data reporting to more "always on" real-time data tracking. Able to import data from a variety of sources, from spreadsheet files to preexisting databases. Details-on-Demand make it simple to drill-down to the raw data behind the visualization.,Very difficult to remove mistakes or inconsistencies in data from calculations. If user has no previous experience with similar software, the learning curve is at least a month. Lack of an automatic Save feature is problematic in case the software crashes.,9,10Spotfire: Bringing Business on the right SpotReports that take hours to refresh data can be scheduled, making them available to users on a click. Users can change filters on the fly, and get their answers in no time. One visualization can cater to different types of user roles. A Store Manager would be interested to see store level details; an area manager would want to see all stores under his area, and likewise for Region/Zone managers. We can create one visualization that shows summary based on what level users choose from drop down - store or area or region or zone. One can compare trending for sales of a product across all states, for example, by breaking down a visualization by state using the Trellis feature of Spotfire. Defining hierarchy levels in Spotfire is very easy. One doesn't need to do any dimensional modelling, or build cubes for this.,Checkbox Filters: Filters just trigger report refresh the moment there is a change is list of values. This sometimes become painful in case of Checkbox filters. Suppose there are 10 values in a checkbox filter, and one wants to view data for only 3 out of 10 values. The moment one unchecks a value, spotfire starts loading the data. There is no way to control the loading/refresh of data only after all 7 values have been unchecked.,Managers are able to plan ahead for any staffing needs at a store. Target v/s Actual reports gives them great data about how the business is doing.,10,10,100,3,Some reports are built to show trending of different financial parameters, e.g. targets vs actual. One report shows data about #transactions that take place at a store, how many employees are there in that store, and how many hours do they work. So, this report shows all this information to help businesses decide the Staffing requirements at each store, and see how busy a store is on each day of a week, or during Christmas holidays, for example. Ranking reports to show Top N opportunities by Customers/Regions etc,,Implemented in-house,9,Self-taught,Yes, the product is easy to learn, and some reporting/BI background is good to have. There are some jump start videos on the Tibco Spotfire website that are very helpful for beginners.,Customizations were done for enabling features such as impersonation, schedule updates and Logging/Monitoring etc.,No,8,10,10,10,Not in the current project. In a previous project, Spotfire reports were available from another application,Spotfire-ReviewThe Capital Markets and Credit Loss Management areas both use Spotfire and we have proven results. Essentially we access big data from other systems like Bloomberg databases and then end users analyze this data to make business decisions. We have two or three dashboards are active for capital markets decision making. Spotfire can access databases and build dashboards very well. Performance is good, because the data is cached. There are also excellent statistical tools. Visualizations are generally good.,Scheduling and Distribution: Tools like Business Objects or Cognos have excellent distribution mechanisms. Tibco Spotfire does not allow you to distribute a report directly. You have to first create an XML file and then distribute it. It's possible to see and open the reports, but it does not have scheduling flexibility like other tools. Excel Export and Enterprise support: Most people use Excel to analyze data but it's not possible to export the data to an Escel format.,9,The data analysis we perform allows us to make better trading decisions. Capital Markets has made some very good trading decisions based on analysis of Bloomberg data which can result in huge gains in the millions of dollars.,9,1800,7,Capital Markets area: To evaluate markets. Credit Loss Management Area: To evaluate Loans (We can't provide details),Vendor implemented Implemented in-house,9,Online training,8,Yes,5,7,10,7,SAS/Bloomberg DB,Spotfire Bundles and Bulk Licensing deals work wellSpotfire - A competent but not leading BI Viz ToolSimple at creating visualizations and dashboards,Visualizations were a little tired in their implementation; Tableau has more modern versions of the same,Used as a diagnostic for looking at large sets of data to identify issues, etc. which would have previously been a manual effort and prone to omissions,2,6Spotfire ManiaWe are an advertising company, and Spotfire has helped our business in many ways. Its visualizations are very rich and of its data crunching abilities features have provided data insights very rapidly. We use it primarily to track advertising campaign performance on behalf of clients. We are able to see at a glance which are the top-performing campaigns and which are performing less well. Based on this, we can then take necessary action plan for the campaigns. We also use the product heavily to provide us with audience insight. We can track user impressions and clicks and re-target ads to people as they visit other websites. Ultimately we can crunch through lots of data to better understand what triggers a purchase decision.,Tibco Spotfire is good at handling big data, but I would like to see it handling the very biggest data. Data volumes are growing as there is more and more customer analysis and segmentation information and it's important to keep up with these volumes.,9,10,Workforce management: This is really the internal use case for project tracking. The finance department uses the product to analyze things things like cost versus revenue, and the overall profitability of campaigns. We also use the product to establish staff allocation to projects. Campaign management: This is the external use case where we analyze advertising campaign data on behalf of clients.Tibco Spotfire product reviewDrill down capability; consistent design, filtering options.,Design customizability. Limited tabular views. Doesn't scale particularly well (screen size).,9,7,Users accessing pre-built reports.,Online training In-person training Self-taught,5,Depends on background, but I found the product easy to use without training.,Data visualization. Data Analysis. Data drill-down.,No,Vendor implemented Implemented in-house,8Spotfire is here to stayWe use the product daily to proactively monitor performance of our clients. Analysts log in, and the data is automatically populated for them. This has saved us many hours of filing through spreadsheets, and lengthy queries to look at data. The graphs, the drill-downs, the functionality, and the features have grown our ability to do a lot more without adding resources. Excellent tool to visualize the data. The user experience is great as well, and the novice user is able to navigate with minimal training.,The speed with large datasets is a drawback. We have large amounts of data that flow through Spotfire every day, and would like to see Spotfire process the data faster.,Fewer resources needed to accomplish our business needs because of this tool. Also, helps us to make monetary decisions based on the visualizations. The once complex data is now presented in a way that makes it easier to define our new paths.,10,9TIBCO Spotfire for Marketing Data AnalysisWe use our own tool for marketing analytics - we measure all of our campaign spend, effectiveness of program spend and integrated campaign management. We are able to tie together data from multiple outside services including Google Analytics, Google Ad Sense, Social Media Services and to get a comprehensive view of how effective our marketing is performing.,Ability to mash up data from multiple sources simply and easily Ability to interact with the data to get just the view that I need to make a better decision Ability to share some or all of the analytics application with colleagues in the organization,None,10,10,Our marketing spend is much more effective we are able to see results in context and make quick course directions on where we spend our moneyExcellent Visualization toolCustom calculations to support KPI's that drive business. Spotfire enables us to do things like statistical significance z-testing and calculating share of voice by expressing one column as a percentage of another. Links to existing database and hence eliminates the process of importing and exporting data frequently. Easy to add and delete columns to support extra KPI's.,Different filters for different views on the same tab. This is sometimes an issue when, for example, I want to be able to see data for March and April on the same tab. It''s not possible to have different views of the data on the same tab. I have to build two tabs. Formatting of charts with labels. If I want to put percentage labels on charts (for example, conversion or click rate percentages) it works fine on the X and Y axes, but there are no controls for attaching the labels to individual data points like individual bars in a bar chart. Web preview of the reports: When I build a report using the desktop client, it doesn't always look exactly the same when viewed through the web viewer. For example, if a chart is compressed in the desktop client, it will be significantly more compressed when viewed through the web viewer and is sometimes impossible to read. I have to go back and forth between the desktop client and the web viewer to figure out how big a chart needs to be before it is easily readable on the web. This is sometimes frustrating.,Reduced turnaround time for reporting. Improved quality of reports. Accelerated decision making.,10,10,20,2,We use Tibco Spotfire on behalf of clients to analyze data to help make marketing decisions. We use to tool to analyze impressions, offers, click-through rates, conversion etc. as a decision-making aid. The main use case involves the following. Delivering reporting through web browser. Creating complex views with different filters on multiple tabs. Delivering datasets for further manipulation.,,Don't know,Self-taught,Yes. I use the existing manual to learn,7,10,10,Netezza,N/A
Windows, Linux, Mac
TIBCO Spotfire
660 Ratings
Score 8.4 out of 101
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TIBCO Spotfire Reviews

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TIBCO Spotfire
660 Ratings
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Score 8.4 out of 101

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Alex Naumov profile photo
Score 9 out of 10
Vetted Review
Verified User
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Likelihood to Renew

Even though Spotfire does have bugs and inconsistencies and other shortcomings, it's certainly doing a great job overall. It provides great value for the money and is user-friendly enough.
Read Alex Naumov's full review
Cordell Yin profile photo
Score 10 out of 10
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Likelihood to Renew

I do not have the control over these kinds of decisions. However once an organization invests time and resources to configure usable tools around this application, it would be tough to replace with another software package.
Read Cordell Yin's full review
Brent Meyers profile photo
Score 9 out of 10
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Likelihood to Renew

-Easy to distribute information throughout the enterprise using the webplayer.
-Ad hoc analysis is possible throughout the enterprise using business author in the webplayer or the thick client.
-Low level of support needed by IT team. Access interfaces with LDAP and numerous other authentication methods.
-Possible to continually extend the platform with JavaScript, R scripts, HTML, and custom extensions.
-Ability to standardize data logic through pre-built queries in the Information Designer. Everyone in the enterprise is using the same logic
-Tagging and bookmarking data allows for quick sharing of insights.
-Integration with numerous data sources... flat files, data bases, big data, images, etc.
-Much improved mapping capability. Also includes the ability to apply data points over any image.
Read Brent Meyers's full review
Shakeel Muhajir profile photo
Score 10 out of 10
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Likelihood to Renew

Spotfire is one of the best products in its domain and TIBCO is committed to making substantial investment and releasing a new version every 6 months. Support for "Big Data" is yet another reason to recommend.
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April 12, 2017


Score 9 out of 10
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It solves the business problems, and their support is also very good.
Read this authenticated review

Feature Scorecard Summary

Pixel Perfect reports (28)
Customizable dashboards (248)
Report Formatting Templates (215)
Drill-down analysis (243)
Formatting capabilities (255)
Integration with R or other statistical packages (183)
Report sharing and collaboration (229)
Publish to Web (190)
Publish to PDF (226)
Report Versioning (18)
Report Delivery Scheduling (140)
Pre-built visualization formats (heatmaps, scatter plots etc.) (261)
Location Analytics / Geographic Visualization (228)
Predictive Analytics (195)
Multi-User Support (named login) (200)
Role-Based Security Model (167)
Multiple Access Permission Levels (Create, Read, Delete) (185)
Responsive Design for Web Access (143)
Dedicated iOS Application (102)
Dedicated Android Application (11)
Dashboard / Report / Visualization Interactivity on Mobile (121)
Javascript API (45)
iFrames (33)
Java API (36)
Themeable User Interface (UI) (44)
Customizable Platform (Open Source) (38)

About 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 Spotfire Features

BI Platform Features
Has featureAdministration via Windows App
Has featureAdministration via MacOS App
Has featureAdministration via Web Interface
Has featureLive Connection to External Data
Has featureSnapshot of External Data
Has featureIn-memory data model
Has featureOLAP (Pre-processed cube representation)
Does not have featureROLAP (SQL-layer querying)
Has featureMulti-Data Source Reporting (Blending)
Has featureData warehouse / dictionary layer
Has featureETL Capability
Has featureETL Scheduler
Supported Data Sources Features
Has featureMS Excel Workbooks
Has featureText Files (CSV, etc)
Has featureOracle
Has featureMS SQL Server
Has featureIBM DB2
Has featurePostgres
Has featureMySQL
Has featureODBC
Has featureCloudera Hadoop
Has featureHortonworks Hadoop
Has featureEMC Greenplum
Has featureIBM Netezza
Has featureHP Vertica
Does not have featureParAccel
Has featureSAP Hana
Has featureTeradata
Does not have featureSage 500
Has featureSalesforce
Has featureSAP
Has featureGoogle Analytics
BI Standard Reporting Features
Does not have featurePixel Perfect reports
Has featureCustomizable dashboards
Has featureReport Formatting Templates
Ad-hoc Reporting Features
Has featureDrill-down analysis
Has featureFormatting capabilities
Has featurePredictive modeling
Has featureIntegration with R or other statistical packages
Has featureReport sharing and collaboration
Report Output and Scheduling Features
Has featurePublish to Web
Has featurePublish to PDF
Has featureOutput Raw Supporting Data
Does not have featureReport Versioning
Has featureReport Delivery Scheduling
Does not have featureDelivery to Remote Servers
Data Discovery and Visualization Features
Has featurePre-built visualization formats (heatmaps, scatter plots etc.)
Has featureLocation Analytics / Geographic Visualization
Has featurePredictive Analytics
Has featureSupport for Machine Learning models
Has featurePattern Recognition and Data Mining
Has featureIntegration with R or other statistical packages
Access Control and Security Features
Has featureMulti-User Support (named login)
Has featureRole-Based Security Model
Has featureMultiple Access Permission Levels (Create, Read, Delete)
Has featureReport-Level Access Control
Has featureTable-Level Access Control (BI-layer)
Has featureField-Level Access Control (BI-layer)
Does not have featureSingle Sign-On (SSO)
Mobile Capabilities Features
Has featureResponsive Design for Web Access
Has featureDedicated iOS Application
Does not have featureDedicated Android Application
Has featureDashboard / Report / Visualization Interactivity on Mobile
Application Program Interfaces (APIs) / Embedding Features
Has featureREST API
Has featureJavascript API
Has featureiFrames
Has featureJava API
Has featureThemeable User Interface (UI)
Has featureCustomizable Platform (Open Source)

TIBCO Spotfire Screenshots

TIBCO Spotfire Videos (4)

TIBCO Spotfire Downloadables

TIBCO Spotfire Integrations

Google Analytics,, Attivo Networks, TIBCO Simplr, Wordsmith by Automated Insights

TIBCO Spotfire Competitors


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 EditionPricing DetailsTerms
TIBCO Spotfire PlatformPlease contact TIBCO sales
SaaS EditionPricing DetailsTerms
TIBCO Cloud Spotfire - Analyst$125/mo, $1250/yrPer Seat
TIBCO Cloud Spotfire - Business Author$65/mo, $650/yrPer Seat
TIBCO Spotfire for Amazon Web Services$0.99Per Hour (Starting)
TIBCO Spotfire Cloud EnterprisePlease contact TIBCO sales
TIBCO Cloud Spotfire - Consumer$25/mo, $250/yrPer Seat

For Enterprise engagements, please contact TIBCO directly for a custom price quote.

TIBCO Spotfire Support Options

 Free VersionPaid Version
Live Chat
Video Tutorials / Webinar

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