ISG Software Research Analyst Perspectives

2024 Market Agenda for Artificial Intelligence: Improving Productivity and Experiences

Posted by David Menninger on 02 February 2024

Ventana Research recently announced its 2024 Market Agenda for Artificial Intelligence, continuing the guidance we have offered for two decades to help enterprises derive optimal value from technology and improve business outcomes. The application of artificial intelligence and machine learning within enterprises is transforming analytics. Opportunities to take advantage of these technologies... Read More

Topics: Artificial intelligence, natural language processing, Model Building and Large Language Models, Computer Vision

Alteryx Uses Generative AI to Enhance Analytic Operations

Posted by David Menninger on 01 November 2023

Alteryx was founded in 1997 and initially focused on analyzing demographic and geographically organized data. In 2006, the company released its eponymous product that established its direction for what the product is today. In 2017, it went public in an IPO on the NYSE. At the time of the IPO, Alteryx was focusing much of its marketing efforts on the data preparation market, particularly to... Read More

Topics: business intelligence, Analytics, data operations, Analytic Operations, Analytics and Data, AI and Machine Learning

Stream and Event Processing Require Real-Time Analytics

Posted by David Menninger on 25 October 2023

In my past perspectives, I’ve written about the evolution from data at rest to data in motion and the fact that you can’t rely on dashboards for real-time analytics. Organizations are becoming more and more event-driven and operating based on streaming data. As well, analytics are becoming more and more intertwined with operations. More than one-fifth of organizations (22%) describe their... Read More

Topics: Analytics, Business Intelligence, Data, Digital Technology, Streaming Analytics, Streaming Data Events, Analytics and Data

The Buyers Guide for Mobile Analytics Classifies and Rates Vendors

Posted by David Menninger on 17 October 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Mobile Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the... Read More

Topics: Analytics, Analytics and Data

Mobile Analytics Buyers Guide: Market Observations

Posted by David Menninger on 16 October 2023

The 2023 Ventana Research Buyers Guide for Mobile Analytics research enables me to provide observations about how the market has advanced. The processes and technology of the mobile analytics software industry play an instrumental role in enabling an organization’s business units and IT to optimally utilize data in both tactical and strategic ways. To accomplish this, organizations must provide... Read More

Topics: Analytics, Analytics and Data

The Buyers Guide for Collaborative Analytics Classifies and Rates Vendors

Posted by David Menninger on 13 October 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Collaborative Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect... Read More

Topics: Analytics, Analytics and Data

Collaborative Analytics Buyers Guide: Market Observations

Posted by David Menninger on 12 October 2023

The 2023 Ventana Research Buyers Guide for Collaborative Analytics research enables me to provide observations about how the market has advanced. Analytics almost universally involves collaboration among a team of individuals. Interpreting the results of the analyses, choosing a course of action and tracking the implementation of those actions spans multiple roles and departments within an... Read More

Topics: Analytics, Analytics and Data

The Buyers Guide for Embedded Analytics Classifies and Rates Vendors

Posted by David Menninger on 11 October 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Embedded Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the... Read More

Topics: embedded analytics, Analytics

Embedded Analytics Buyers Guide: Market Observations

Posted by David Menninger on 10 October 2023

The 2023 Ventana Research Buyers Guide for Embedded Analytics research enables me to provide observations about how the market has advanced. The processes and technology of the analytics and data software industry play an instrumental role in enabling an organization’s business units and IT to optimally utilize data in both tactical and strategic ways. To accomplish this, organizations must... Read More

Topics: embedded analytics, Analytics

The Buyers Guide for Augmented Analytics Classifies and Rates Vendors

Posted by David Menninger on 06 October 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Augmented Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the... Read More

Topics: Analytics, Augmented Analytics, AI and Machine Learning

Augmented Analytics Buyers Guide 2023: Market Observations

Posted by David Menninger on 05 October 2023

The 2023 Ventana Research Buyers Guide for Augmented Analytics research enables me to provide observations about how the market has advanced. For decades, organizations have been improving and expanding the way they use analytics and data software, commonly referred to as business intelligence (BI), to improve their operations. Vendors have made dramatic improvements to BI products with highly... Read More

Topics: Analytics, Augmented Analytics, AI and Machine Learning

The Buyers Guide for Analytics and Data Classifies and Rates Vendors

Posted by David Menninger on 04 October 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Analytics and Data Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the... Read More

Topics: Analytics, Analytics and Data

Analytics and Data Buyers Guide 2023: Market Observations

Posted by David Menninger on 03 October 2023

The 2023 Ventana Research Buyers Guide for Analytics and Data research enables me to provide observations about how the market has advanced. The processes and technology of the analytics and data software industry continue to play an instrumental role in enabling an organization’s business units and IT to optimally utilize data in both tactical and strategic ways. To accomplish this,... Read More

Topics: Analytics, Analytics and Data

Altair Accelerates Data Analytics with RapidMiner

Posted by David Menninger on 21 September 2023

Organizations are continuously combining data from diverse and siloed sources for analytical, artificial intelligence and machine learning projects. As the volume of data grows, it becomes challenging for organizations to manage and keep current to extract valuable insights in a timely manner. Businesses also face challenges such as a lack of required skills and a shortage of data science... Read More

Topics: Analytics, Business Intelligence, AI and Machine Learning

Reversing the ETL Process Improves Data Operations

Posted by David Menninger on 19 September 2023

At one point, analytics and business intelligence were considered non-mission critical activities. One of the primary concerns in designing analytics systems was to ensure they didn’t interfere with or draw computing resources away from operational systems. But today, analytical systems are integral to many aspects of operations. More than 9 in 10 participants in our Analytics and Data Benchmark... Read More

Topics: Analytics, Business Intelligence, Data Management, Data, Digital Technology, data operations, Analytics and Data

Combining Scenario Evaluation with BI Delivers Better Decisions

Posted by David Menninger on 29 August 2023

If I had a magic wand, I would want to add scenario evaluation to all business intelligence tools on the market. I have previously written about the need to make intelligent decisions with decision intelligence. The data and analytics markets have evolved so that organizations have far greater capabilities to utilize data in decision-making processes. While there is some convergence around the... Read More

Topics: Analytics, Business Intelligence, Business Planning, Digital Technology, Analytics and Data

GoodData’s Embedded Analytics Democratizes Data-Driven Decisions

Posted by David Menninger on 17 August 2023

The current market landscape of data and analytics is undergoing rapid evolution, presenting organizations with a wide array of challenges and opportunities. As data sources and warehouses steadily migrate to the cloud, a significant number of organizations still depend on conventional tools. This reliance on legacy systems hinders the seamless accessibility and adoption of analytics and business... Read More

Topics: embedded analytics, Analytics, Business Intelligence, Streaming Analytics, AI and Machine Learning

MicroStrategy World Showcases the Power of ONE Platform

Posted by David Menninger on 23 May 2023

MicroStrategy is a long-standing business intelligence and analytics vendor that operates worldwide. Founded in 1989, this publicly traded company with hundreds of millions of dollars in revenue recently held its first in-person conference since prior to the pandemic. Similar to previous in-person events, the event was well attended by about 2,000 attendees and exhibitors. The theme,... Read More

Topics: embedded analytics, Analytics, Business Intelligence, Digital Technology, natural language processing, Analytics and Data

Large Language Models Take AI World By Storm

Posted by David Menninger on 17 May 2023

Artificial intelligence (AI) has evolved from a highly specialized niche technology to a worldwide phenomenon. Nearly 9 in 10 organizations use or plan to adopt AI technology. Several factors have contributed to this evolution. First, the amount of data they can collect and store has increased dramatically while the cost of analyzing these large amounts of data has decreased dramatically.... Read More

Topics: Analytics, Digital Technology, natural language processing, Analytics and Data, AI and Machine Learning

Generative AI Ushers in a New Age of Content and Model Creation

Posted by David Menninger on 25 April 2023

Generative AI is a class of artificial intelligence used to generate new, seemingly real content. Broadly speaking, AI has traditionally been used to identify patterns in data and apply those patterns to categorize and predict behaviors. For instance, it can organize customers into groups (or clusters) with similar characteristics, or predict which customers are most likely to respond to certain... Read More

Topics: Analytics, Digital Technology, AI and Machine Learning