"Cognitive computing is only beginning to realize its vast potential but already uses of critical importance have emerged: battling fatal diseases through better-informed decisions and personalized care helping individuals gain confidence in their
"Cloud computing is changing how businesses access and use technology to innovate. It facilitates sharing of applications across the organization through various systems and collaboration on key issues and tasks. Cloud computing also enables organiz
Big data is of immediate relevance to the situation many organizations face today. They need to store process and use data in significantly greater volumes than ever before. The data comes from a larger number of sources and often differs in kind f
Applying analytics to big data can help organizations resolve many data-dependent management and operational issues encountered by both business units and the IT groups that support them. But many potential users aren�t sure precisely what big-data
Applying analytics to big data can help organizations resolve many data-dependent management and operational issues encountered by both business units and the IT groups that support them. But many potential users aren�t sure precisely what
"Organizations today must utilize many kinds of information to refine their strategy and make smart decisions. Typically this information is stored in a multitude of ready-to-use formats and locations � in-house in enterprise systems remotely on t
Location Analytics is defined as the integration access and use of geographic information and technology to help consumers and businesses to take action and make decisions efficiently and effectively. In addition using this technology can add valu
The Location Analytics benchmark assessed how the Location Analytics marketplace has evolved and provides insight on the effects of those changes. It focused in particular on the business value of information regarding location its use in
To make effective decisions organizations need access to timely accurate information from all relevant sources including those in the cloud� /minigraphic/cloud-based_dashboards_mean_better_decisions/...
Departments are under pressure to deliver results that justify the money spent and resources utilized which means organizations must measure ROI & other KPI's�...
"Cognitive computing is a new category of information technology that combines proven technologies with sophisticated analytical algorithms natural-language- and machine-based learning and massive computer processing power to yield probabilistic re
The use of Big Data is prevalent in many companies and across industries. But even with all the tools available there is still critical data that can escape analytics and is nearly impossible to get. Only 14% of companies being able to actually get
It's rare if a month goes by and there isn't a cybersecurity breach. It's so common now that it almost doesn't surprise us anymore. But the real kicker is that even though millions of dollars are being invested into better cybersecurity tools and
Cloud computing is a major technology innovation. Many companies already use the cloud for business functions such as customer service sales marketing finance and human resources. Analytics and BI however have not migrated to the cloud as quick
Cloud computing is a major technology innovation. Many companies already use the cloud for business functions such as customer service sales marketing finance and human resources. Analytics and BI however have not migrated to the cloud as quick
Cloud computing is a major technology innovation. Many companies already use the cloud for business functions such as customer service sales marketing finance and human resources. Analytics and BI however have not migrated to the cloud as quick
Cloud computing is a major technology innovation. Many companies already use the cloud for business functions such as customer service sales marketing finance and human resources. Analytics and BI however have not migrated to the cloud as quick
"Data is an essential asset of all organizations. Its use impacts every aspect of a business not least of all its profitability. Today's data comes from an array of often incompatible sources including disparate in-house systems cloud-based envir
"Data is fuel for today�s businesses; they cannot run without it. Like other types of fuel it must be processed and made ready to use. Many users however are unfamiliar with what is required to ensure that the data available to them meets their r
Predictive analytics is a relatively straightforward idea: It is the use of past data to evaluate the likelihood of future outcomes�.
Organizations of all sizes and in all industries are being deluged by a torrent of data coming from a multitude of sources in many formats. Typically this data is stored in an array of disparate systems. A key technology for processing and analyzing
Your organization is under attack and that attack may be coming from unanticipated directions. The least recognized yet potentially greatest risk to your operation is a security breach of your IT assets. Every piece of hardware and version of softw
"Once a cutting-edge innovation that businesses regarded warily cloud computing now is being widely embraced. It offers an effective way to store and use information and applications without the expense of the hardware software licenses and techni
Managing performance effectively requires that a company be able to provide executives managers and employees with accurate timely information and make it possible for them to work interactively with that information...
"In today's dynamic business environment competitive forces are putting pressure on companies to better understand their customers and how to serve them to optimize their operations and control costs and to rigorously address security risks and r
"Organizations today can be overwhelmed by the flood of data they must deal with. This data arrives from many sources and also is generated internally � in both instances rapidly continuously and in a multiplicity of formats. Big data technology
"Business analytics today involves far more than reports and spreadsheets. But despite significant investments in business intelligence (BI) software many midsize banks continue to operate with a limited set of analytic capabilities focused largel
"Business analytics today involves far more than reports and spreadsheets. But despite significant investments in business intelligence (BI) software many manufacturing organizations continue to operate with a limited set of business analytics foc
"Business analytics goes beyond query and reporting but despite significant investments in business intelligence (BI) software many organizations continue to operate with a limited set of analytic capabilities. Query and reporting until recently t
"Healthcare performance management is a strategy and a set of methodologies and processes for managing the performance of the organization and its doctors nurses caregivers and its provider network; its purpose is to achieve a common set of patien
"Cognitive systems have now become a reality and are poised to disrupt long-held views of what computers are capable of. They will enable the emergence of new highly productive business models creating opportunities for some while threatening est
The Internet of Things (IoT) is a technology that extends digital connectivity to devices and sensors in homes businesses vehicles and potentially almost anywhere. This advance enables virtually any device to transmit its data to which analytics
The Internet of Things (IoT) is a technology that extends digital connectivity to devices and sensors in homes businesses vehicles and potentially almost anywhere. This advance enables virtually any device to transmit its data to which analytics
Ventana Research has completed research to benchmark organizations' use of IT analytics. The research assessed organizational maturity by examining the adequacy of people process information and technology competencies required to make the m
"Performance management consists of the strategy methodologies and processes to manage the performance of an organization and its business network to achieve an agreed-upon set of goals and objectives. It is an undertaking that returns significant
"Enterprises today must cope with huge and rapidly increasing volumes of data generated by more sources more often and in more formats � a veritable flood of data. Contained in this data are valuable insights that can improve the business�s competit
Location Analytics is defined as the integration access and use of geographic information and technology to help consumers and businesses to take action and make decisions efficiently and effectively. In addition using this technology can add valu
Over the last 10 years the use of analytics to make decisions in business has been making its way to the forefront with organizations of all sizes gaining insights from analytics that were not available before. And with this changing landscape has
Many organizations become interested in predictive analytics as a way to enable them to adapt to a changing conditions and increasing pressure to perform. Intense global competition new ways of conducting business (especially on the Internet) and d
Many organizations become interested in predictive analytics as a way to enable them to adapt to a changing conditions and increasing pressure to perform. Intense global competition new ways of conducting business (especially on the Internet) and d
Many organizations become interested in predictive analytics as a way to enable them to adapt to a changing conditions and increasing pressure to perform. Intense global competition new ways of conducting business (especially on the Internet) and d
Predictive analytics is quickly moving out of the shadows into the organizational spotlight. Ventana Research finds that (37%) of companies say that predictive analytics capabilities are very important yet only(13%) of companies use specific tools
"Analytics and in particular predictive analytics are a high priority for organizations today for one simple reason: Those who do not invest in it will fall behind their competitors. Join industry experts Tony Cosentino from Ventana Research and
Deriving value from analytics requires organizations to prepare data for use but today's explosion of data volumes types and sources makes this a challenge....
"Integrating cloud-based data with data inside the enterprise is increasingly important to many organizations yet most rely on exporting data to spreadsheets and text files for this purpose. But these are outdated approaches that cannot provide eit
Self-service business intelligence (BI) is all the rage these days with self-service generally equated to usability. However research suggests that effective self-service requires...
Maturation requires a balanced focus on people process information and technology; the research found issues in each category and also concerns about progress in addressing them. Thus small and mid-sized businesses are maturing only slowly in the
The Small and Mid-size Business Analytics benchmark explores how they do this now current processes and tools plans they have to change or improve them and benefits they hope to gain by doing so. Our Maturity Index analysis conclud
"Geocoding enriches the geographic context of business information especially for organizations that operate internationally and those in certain vertical industries. The location intelligence it provides can enhance the value of information that v
"The pace of technology for mobility has been growing exponentially in recent years. According to International Data Corp.'s Worldwide Quarterly Mobile Phone Tracker in the third quarter of 2010 vendors shipped a total of 81.1 million smartphones
"Cognitive systems have now become a reality and are poised to disrupt long-held views of what computers are capable of. They will enable the emergence of new highly productive business models creating opportunities for some while threatening est
"A new approach to information technology called cognitive computing promises to alter the business landscape by empowering businesses to make their business processes more effective. Relying on natural-language processing and machine-based continuo
"To operate efficiently and compete successfully in today's tumultuous global markets organizations need immediate access to the volumes of data they amass and the ability to analyze it. But pursuing this ambitious goal strains many existing inform
"Visual discovery enables organizations to visualize large volumes of data to find areas of opportunity and challenge. It provides a more intuitive representation of data than numbers in rows and columns. Visual discovery thus is an important addit
"In today's business environment radically altered by new business models and channels of communication customer loyalty is key to business success. Consumers are able to switch companies easily and so competition to acquire and retain customers
"The marketplace is a demanding taskmaster; it insists that a business stay agile and open to new ideas and directions in order to remain competitive. This has very much been the case with location as a customer and operational attribute. With strik
Organizations are making analytics the highest-priority innovation technology. It's no wonder why. The demands placed on businesses today are unprecedented.
Making optimal use of the huge volumes and varied forms of big data is vital for business success. Big data systems help deal with this challenge but the data...
Analytic discovery technology enables exploratory analysis that spans multiple data sets of various sizes and structures. It is similar to data science in that both use computer science and statistical techniques
By itself data isn't useful for business. It requires analytics to transform data into actionable information. Analytics of one sort or another has long been a core competence of finance departments; applied to balance sheets; income statements or c
Many Organizations today are applying predictive analytics. 83% of participants in our research said that predictive analytics is important to their organization, and nearly all executives said they consider predictive analytics important.
Today the need to process and analyze the ever larger volumes of data being generated is causing many businesses to consider expanding the capabilities of their business intelligence (BI) systems.
Performance management is a strategy and a set of methodologies and processes for managing the performance of the organization and its business network; its purpose is to achieve a common set of goals and objectives. At its core, then, performance ma
Performance management is a strategy and a set of methodologies and processes that can be used for managing performance in financial services organizations. Its purpose is to achieve a common set of goals and objectives in the most efficient manner.
Big data is valuable. Our benchmark research shows that using big data analytics results in better communication, better alignment of the business, a competitive advantage, better responsiveness and decreased time to market. But big data comes in man
Data is essential to every aspect of business, and organizations that use it effectively are likely to gain advantages over competitors that do not. Information derived from this data is essential to address a variety of needs; the most common uses a
Data is essential to every aspect of business, and organizations that use it effectively are likely to gain advantages over competitors that do not. Information derived from this data is essential to address a variety of needs; the most common uses a
Natural language processing, including natural language queries and natural language generation, change the way users can interact with data and information. For decades BI and analytics meant tables of numbers supplemented with charts and graphs. Mo
While the Internet of Things (IoT) may still be unfamiliar to many consumers, businesses are well aware of its potential. More than 90% of participants in our research said that IoT is important to their future operations. Most said they view IoT as
Dashboards combine and display information from various parts of an organization to create views of its overall status or of a particular function. For example, a dashboard of sales performance might include information about sales closed, leads gene
Self-service analytics is a goal for most organizations, but in many cases it has not become a reality. Just two out of five organizations (40%) report that users can analyze data without the assistance of IT. Yet those who are able to operate withou
David Menninger shares research details on how real-world organizations are using customer-facing analytics to monetize their data.
The process of geocoding increases the quality of business information by augmenting geographic references to fully support operations and decision-making. Without the dimension added by geocoding, operational risk increases, business cycles are wast
The transition to cloud computing has introduced new challenges for organizations seeking to satisfy the next generation of business requirements for digital transformation. Doing this is not simple; the reality is that the many disparate cloud-relat
Data lakes can provide organizations significant value and help them improve their business processes. They provide the data needed by an organization to have a complete picture of its operations and its customers allowing it to stay ahead of its com
This presentation by Ventana Research's David Menninger shares research details on the benefits of scalable, secure and deployment-ready platform approach to data science vs. one-off tool, proven architectures, capabilities and approaches that help k
Customer conversations are a valuable source of information with which to enhance customer engagement. Speech analytics is the key to unlocking the value in these conversations. When conversations are deconstructed using speech analytics they provide
Hadoop 3 is the third major revision of the big data distributed computing framework. The enhancements provide additional scalability and high availability features. They also enable new workloads involving artificial intelligence, machine learning a
The pace of business today requires organizations to constantly examine how to make their people and processes more effective. One proven approach to improving business performance is to harness the insights and intelligence that analytics can provid
Companies do a lot of planning: They plan sales, determine what products and services they will offer, decide what they will charge and what these will cost. They plan the headcount they’ll need to run the business and how to organize distribution an
Relational database technology first appeared almost a half-century ago and for decades the database market appeared to be consolidating around the use of relational databases for most types of workloads, even if it wasn’t very well suited to some of
Ventana Research provides unique insight into the analytics and business intelligence (BI) industry. This is important, as its processes and technology play an instrumental role in enabling an organization’s business units and IT to utilize its data
Collaborative enterprise planning is a methodology that connects all planning activities of a company’s departments and business units, enabling them to share their plans and to plan collaboratively. This form of planning uses technology to rapidly a
Manufacturers are applying predictive analytics in many areas, but three key areas specific to manufacturing include: predictive maintenance, production optimization and design optimization. These three areas have the potential to reduce costs, impro
Machine learning, a type of artificial intelligence or predictive analytic in which the algorithms become more accurate as they process more data, is attracting much of the attention. This research examines the state of machine learning deployments i
Ventana Research provides unique insight into the analytics and business intelligence (BI) industry. This is important, as its processes and technology play an instrumental role in enabling an organization’s business units and IT to utilize its data
This Ventana Research Value Index on Collaborative Analytics and Business Intelligence assesses how well vendors’ offerings meet what our benchmark research finds are buyers’ requirements for analytics and BI software. This Value Index evaluates the
Enterprises have an imperative to improve their digital readiness and bolster productivity and performance. Taking advantage of technology in mobile devices will provide a competitive edge in business applications. Organizations need enterprise platf
Analytics and BI software products still consist primarily of read-only reporting and dashboarding capabilities. Good decision making also requires planning capabilities which takes input from users and provides interactive recalculation.
Achieving the business excellence your organization deserves requires assessing and improving analytics for everyone who relies on them. The imperative for analytics in 2020 and beyond is to assess if you have provided your organization intelligence
Achieving the business excellence your organization deserves across business requires mobile technology that enables workers to be smarter and faster in everything they do at work. The imperative for mobility in 2020 and beyond is to assess if you ha
Organizations are embracing AI to grow revenue and reduce costs, but with skills still in short supply many struggle to operationalize their efforts. To achieve the benefits of AI, organizations must begin by identifying use cases relevant to their o
Embedding analytics in line-of-business applications can eliminate the need for complicated and time-consuming data preparation processes. In our study, we found that 73% of organizations felt it was important to embed analytics within other system
Organizations today have access to data about nearly everything related to their business. This includes customer preferences, operations on the production line, movement of goods through the supply chain, location of field service personnel and an e
Analytics is expanding beyond merely providing insights. For decades most analyses were largely limited to displaying information about what had happened in the past. These analyses provide significant benefits for organizations. There are some chall
Dave Menninger of Ventana Research answers questions and shares research on the adoption of cloud-based analytics. He addresses the latest trends and best practices for helping organizations adopt cloud analytics including the role that AI and IoT pl
Human Resources and Finance are critical functions to business operations. The analytics associated with these areas will help improve business operations, but in many cases the analytics are so disconnected from the business applications that it is
Packaged analytic applications help line-of-business personnel at all levels of the organization improve the effectiveness of their business operations by providing accessible KPIs, metrics and related analytics to enable better and faster decision-m
To take advantage of increasing data velocities, organizations must adopt architectures, tools and workflows that support automated and continuous analyses.
In this analyst perspective, Dave Menninger takes a look at data lakes. He explains the term “data lake,” describes common use cases and shares his views on some of the latest market trends.
Ventana Research recently announced its 2020 research agenda for analytics, continuing the guidance we’ve offered for nearly two decades to help organizations derive optimal value from their technology investments and improve business outcomes.
Effectively managing data privacy and security is a high-stakes matter.
Artificial intelligence (AI) and machine learning (ML) are all the rage right now.
Data and analytic workloads are moving to the cloud. Organizations need a flexible architecture to support hybrid, multi-cloud and on-premises deployments.
The Oracle Analytics Summit 2019 was the inaugural user event for Oracle Analytics customers, and they also broadcast the video for thousands of others. You can watch the keynote at https://www.youtube.com/watch?v=eY0IPNqzsy4.
Organizations’ use of data and information is evolving as the amount of data and the frequency with which that data is collected increase.
Summit 2019, Information Builders' annual user conference, drew about 1000 attendees this year, including customers, partners and prospects all working with Information Builders' technologies.
The emerging internet of things (IoT) is an extension of digital connectivity to devices and sensors in homes, businesses, vehicles and potentially almost anywhere.
Organizations now must store, process and use data of significantly greater volume and variety than in the past.
I am happy to share some insights gleaned from our latest Value Index research, which provides our assessment of how well vendors’ offerings meet buyers’ requirements.
Domopalooza 2019 marked the first annual user conference after Domo went public, but the energy, excitement and new feature announcements have not slowed.
About 10 years ago, social media tools like Facebook, Twitter and LinkedIn introduced a wave of collaborative analytics and BI capabilities.
I am happy to offer some insights on Qlik drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Microsoft drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Looker drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Tableau drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Oracle drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Salesforce.com drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
Analytics and business intelligence (BI) play an instrumental role in enabling an organization’s business units and IT to utilize its data in both tactical and strategic ways to perform optimally.
I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
For analytics to be effective, they need to be available to line-of-business personnel as needed in their normal course of conducting business, which today means providing rich mobile access to analytics through phones and tablets to support a mobile
I am happy to offer some insights on SAS drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Yellowfin drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share some insight on Domo drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
MicroStrategy recently held their annual user conference, MicroStrategy World 2019.
I am happy to offer some insights on SAP drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share some insight on BOARD drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share some insights on Infor based on our latest market Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share some insights about IBM drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on MicroStrategy drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to offer some insights on Information Builders drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.
Ventana Research provides unique insight into the analytics and business intelligence (BI) industry.
It’s time to rethink analytics processes to minimize or eliminate roadblocks so that organizations can use data to make decisions more easily and more quickly.
Modern analytics should be delivered in a way that improves the digital experience and minimizes line-of-business dependence on IT resources. Cloud-based applications enable line-of-business functions to access analytics almost immediately and to acc
All organizations are becoming data driven today. The key question is how to use your data to improve your bottom line. Organizations need to look beyond the data from a single department and instead combine data from across the organization (and fro
Ventana Research has been evaluating analytics and business intelligence (BI) software for a long time—almost 20 years. Our methodology for these assessments is referred to as a Value Index.
Analytics and artificial intelligence (or AI) are different. Both are valuable and your organization should have a plan to provide both types of capabilities, but don’t expect that AI-based analyses will be a natural extension of your traditional ana
Ventana Research has awarded Oracle Day by Day its 2020 Digital Innovation Award for Analytics. This award recognizes the technology vendor that best exemplifies innovation in the application of analytics.
Every organization performing analytics with multiple employees needs to collaborate. They should be collaborating in the analytics process and in communicating the results of those analyses.
Manufacturers today recognize the relationship between production quality and the bottom line. Quality is integral to overall operational processes and yields. Increasing output without maintaining quality results in higher costs in the form of rewor
The industry is making huge strides with artificial intelligence (AI) and machine learning (ML). There is more data available to analyze. Analytics vendors have made it easier to build and deploy models, and AI/ML is being embedded into many types of
Ventana Research has announced its market agenda for 2021, continuing the tradition of transparency in our efforts to educate and guide the technology market but also our independence as we do not share our market agenda or analyst perspectives with
Ventana Research recently announced its 2021 market agenda for Analytics, continuing the guidance we’ve offered for nearly two decades to help organizations derive optimal value from technology investments to improve business outcomes.
Organizations are increasingly using data as a strategic asset, which makes data services critical. Huge volumes of data need to be stored, managed, discovered and analyzed.
I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Data 2021 is the distillation of a year of market and p
Having just completed the 2021 Ventana Research Value Index for Analytics and Data, I want to share some of my observations about how the market has advanced since our assessment two years ago.
Process-mining software isn’t exactly new, but it’s also not widely known in the software technology market. The discipline has been around for at least a decade, but is generating more interest these days with both specialist vendors and major enter
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