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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
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
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
This report evaluates the following vendors that offer products that deliver analytics and BI as we define it: Amazon.com Inc., Board International, Domo, Infor, Information Builders Inc., IBM, Google LLC, Microsoft Corporation, MicroStrategy, Oracle
This report evaluates the following vendors that offer products that deliver analytics and BI as we define it: Amazon.com Inc., Board International, Domo, Infor, Information Builders Inc., IBM, Google LLC, Microsoft Corporation, MicroStrategy, Oracle
This report evaluates the following vendors that offer products that deliver embedded analytics and business intelligence as we define it: Amazon.com Inc., Board International, Domo, Google LLC, Infor, Information Builders Inc., IBM, Microsoft Corpor
In practical reality, “analytics” comprises many types of analysis, including reporting, visualization, planning, real-time processes, artificial intelligence and machine learning (AI/ML), and natural language processing. The analytics continuum must
We are happy to share some insights about IBM drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about MicroStrategy drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Information Builders’ WebFOCUS Business Intelligence and Analytics Platform drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Qlik drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
Apache Spark and massively parallel processing (MPP) analytical databases are designed for different things. The first generation of “big data” architectures relied upon the distributed Hadoop and MapReduce framework for analytical processing. This f
We are happy to share some insights about Oracle Analytics Cloud drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Domo drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Yellowfin drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Board International drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about SAP drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
Data is moving to the cloud. As cloud applications have been adopted, this has meant that many critical sources of data for analytics now or soon will live in the cloud. In fact, almost two-thirds (61%) of participants in our research reported that t
We are happy to share some insights about SAS drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Tableau drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Microsoft Power BI drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Infor Birst drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Sisense drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about TIBCO Spotfire drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about ThoughtSpot drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Google Looker drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
We are happy to share some insights about Amazon QuickSight drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.
I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements.
I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The 2021 Ventana Research Value Index: Embedded Analytics and Data is the distillation of a year of mar
I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The 2021 Ventana Research Value Index: Collaborative Analytics and Data is the distillation of a year o
Event data can be used to enhance existing processes, but it can also be used to dramatically impact operations, revenue models and the bottom line for manufacturers. Our Benchmark Research shows 95% of manufacturers consider it important to speed th
The annual Ventana Research Digital Innovation Awards showcase advances in the productivity and potential of business applications, as well as technology that contributes significantly to the improved processes and performance of an organization. Our
The annual Ventana Research Digital Innovation Awards showcase advances in the productivity and potential of business applications, as well as technology that contributes significantly to the improved processes and performance of an organization.
The ultimate objective of analytics in organizations is to improve operations with better, fact based decision making. But doing so requires that decisions are made within the proper context so they are relevant and accurate. This context includes th
Gain insights on the analytics market and an understanding on how to successfully evaluate existing and potential new vendors.
Sisu Data is an analytics platform for structured data that uses machine learning and statistical analysis to automatically monitor changes in data sets and surface explanations.
Data governance is a hot topic these days. In fact, we are conducting benchmark research on the subject here. With increasing regulations such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), organizati
Alteryx is a data analytics software company that offers data preparation and analytics tools to simplify and automate data wrangling, data cleaning and modeling processes, enabling line-of-business personnel to quickly access, manipulate, analyze an
Access to external data can provide a competitive advantage. Our research shows that more than three-quarters (77%) of participants consider external data to be an important part of their machine learning (ML) efforts. The most important external dat
Organizations are proving that artificial intelligence (AI) is valuable. Our research shows that the most common benefits reported by participants include gaining competitive advantage and improving customer experiences. Participants also report bein
External data can be valuable to many organizations. It can enrich the internal data that an organization collects and analyzes about its customers, prospects and partners. Planning and operations teams can benchmark an organization’s financial or op
Artificial intelligence and machine learning (AI/ML) are extremely valuable to organizations. Our research shows that AI/ML help organizations gain a competitive advantage and improve customer experiences, and have a direct impact on the bottom line,
The artificial intelligence industry is unique in that it has evolved to the point of making dramatic impacts across other markets.
Our research shows that nearly all financial service organizations (97%) consider it important to accelerate the flow of information and improve responsiveness.
How does your organization define and display its metrics? I believe many organizations are not defining and displaying metrics in a way that benefits them most.
In an ideal world, all employees serving across all job functions would be able to access and analyze all the information they need with ease. Unfortunately, today most analytics technologies still require specialized skills and expertise. As a busin
Talend is a data integration and management software company that offers applications for cloud computing, big data integration, application integration, data quality and master data management.
Organizations have become more agile and responsive, in part, as a result of being more agile with their information technology. Adopting a DevOps approach to application deployment has allowed organizations to deploy new and revised applications mor
TIBCO is a large, independent cloud-computing and data analytics software company that offers integration, analytics, business intelligence and events processing software. It enables organizations to analyze streaming data in real time and provides t
For decades, analytics have been separated from the business processes they are intended to support, primarily because productivity tools and applications that help workers complete their tasks have required IT intervention.
As I noted when joining Ventana Research, the range of options faced by organizations in relation to data processing and analytics can be bewildering. When it comes to data platforms, however, there is one fundamental consideration that comes before
Data lakes have enormous potential as a source of business intelligence. However, many early adopters of data lakes have found that simply storing large amounts of data in a data lake environment is not enough to generate business intelligence from t
The term NoSQL has been a misnomer ever since it appeared in 2009 to describe a group of emerging databases. It was true that a lack of support for Structured Query Language (SQL) was common to the various databases referred to as NoSQL. However, it
The need for data-driven decision-making requires organizations to transform not only the approach to business intelligence and data science but also accelerate the development of new operational applications that support greater business agility, en
Industry challenges from demand, to supply chain latency, to fulfillment have created significant impediments for retailers, vendors, suppliers and customers across the globe, without a clear end in sight. Organizations that use digital technology to
The annual Ventana Research Digital Leadership Awards recognize organizations and individuals that utilize technology to advance business and IT.
Organizations today are working with multiple applications and systems, including enterprise resource planning (ERP), customer relationship management (CRM), supply chain management (SCM) and other systems, where data can easily become fragmented and
Few trends have had a bigger impact on the data platforms landscape than the emergence of cloud computing. The adoption of cloud computing infrastructure as an alternative to on-premises datacenters has resulted in significant workloads being migrate
Organizations today have huge volumes of data across various cloud and on-premises systems which keep growing by the second. To derive value from this data, organizations must query the data regularly and share insights with relevant teams and depart
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