ISG Software Research Analyst Perspectives

Databricks Scores Massive Funding Round, Continues to Expand Its Offerings

Posted by David Menninger on 29 January 2025

Databricks recently announced its Series J funding round, successfully raising $10 billion at a valuation of $62 billion. Led by Thrive Capital alongside high-profile investors such as Andreessen Horowitz and Insight Partners, the company intends to invest this capital towards new artificial intelligence (AI) products, acquisitions and significant expansion of its international operations. In the... Read More

Topics: Analytics, AI, Analytics and Data

MongoDB Enhances Developer Data Platform

Posted by Matt Aslett on 21 January 2025

Despite all the interest in artificial intelligence (AI) and generative AI (GenAI), ISG’s Buyers Guide for Data Platforms serves as a reminder of the ongoing importance of product experience functionality to address adaptability, manageability, reliability and usability. While new and emerging capabilities might catch the eye, features that address data platform security, performance and... Read More

Topics: AI, Analytics and Data

Cloudera Enables Hybrid Cloud Data and AI

Posted by Matt Aslett on 15 January 2025

Too often, enterprises find that data is distributed across multiple silos on-premises and in the cloud. More than two-thirds of participants in ISG’s Market Lens Cloud Study are using a hybrid architecture involving both on-premises and cloud infrastructure for analytics and artificial intelligence deployments. Unifying data to achieve operational and analytic objectives requires complex data... Read More

Topics: AI, Analytics and Data

Bigeye Enable Monitoring, Quality and Lineage of Data

Posted by Matt Aslett on 20 November 2024

I previously explained that data observability software has become a critical component of data-driven decision-making. Data observability addresses one of the most significant impediments to generating value from data by providing an environment for monitoring the quality and reliability of data on a continual basis. Maintaining quality and trust is a perennial data management challenge, the... Read More

Topics: AI, data operations, Analytics and Data

Oracle Advances its AI-Enabled Supply Chain Management Suite

Posted by Robert Kugel on 30 October 2024

Oracle announced significant updates to its Fusion Cloud Supply Chain & Manufacturing (SCM) software at the recently held Oracle Cloud World. The application suite includes procurement, inventory management, warehouse management, order management and transportation management. SCM tasks are mostly small-scale and repetitive, yet the processes they support are far from simple. They involve the... Read More

Topics: Product Information Management, Operations & Supply Chain, AI, continuous supply chain, Continuous Supply Chain & ERP, Digital Applications

Detecting and Preventing Bias: A Crucial Element of AI Governance

Posted by David Menninger on 09 October 2024

In today's rapidly evolving technological landscape, artificial intelligence (AI) governance has emerged as a critical ingredient for successful AI deployments. It helps build trust in the results of AI models, it helps ensure compliance with regulations and it is necessary to meet internal governance requirements. Effective AI governance must encompass various dimensions, including data privacy,... Read More

Topics: AI, Analytics and Data, AI and Machine Learning

Avoiding Toxicity in Generative AI

Posted by David Menninger on 24 September 2024

As I’ve written recently, artificial intelligence governance is a concern for many enterprises. In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. Nearly a third (32%) identified performance and quality (e.g., erroneous results), and an equal amount (32%) mentioned legal risk. The AI market has... Read More

Topics: AI, Analytics and Data, AI and Machine Learning

Market Observations on AI Governance

Posted by David Menninger on 01 August 2024

Having just completed our AI Platforms Buyers Guide assessment of 25 different software providers, I was surprised to see how few provided robust AI governance capabilities. As I’ve written previously, data governance has changed dramatically over the last decade, with nearly twice as many enterprises (71% v. 38%) implementing data governance policies during that time. With all this attention on... Read More

Topics: AI, Analytics and Data, AI and Machine Learning

The Buyers Guides for AI Platforms Classifies and Rates Software Providers

Posted by David Menninger on 23 July 2024

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well software providers’ offerings meet buyers’ requirements. The AI Platforms: Ventana Research Buyers Guide is the distillation of a year of market and product research by Ventana Research. While Artificial intelligence (AI) has evolved over many decades, it is front and center due to a combination of... Read More

Topics: AI

Google Advances Cloud Data Platforms and Analytics Services with GenAI

Posted by Matt Aslett on 05 June 2024

The emergence of generative artificial intelligence (GenAI) has significant implications at all levels of the technology stack, not least analytics and data products, which serve to support the development, training and deployment of GenAI models, and also stand to benefit from the advances in automation enabled by GenAI. The intersection of analytics and data and GenAI was a significant focus of... Read More

Topics: Analytics, AI, natural language processing, AI and Machine Learning

Google Expands AI Capabilities at Cloud Next ’24

Posted by David Menninger on 09 May 2024

The artificial intelligence (AI) market is exploding with activity, which is part of the reason we recently announced that we have dedicated an entire practice at Ventana Research to the topic. Large language models (LLMs) and generative AI (GenAI) have taken the AI world by storm. In fact, we assert that through 2026, one-half of all AI investments will be based on generative rather than... Read More

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

GenAI has the Potential to Change the Face of Analytics

Posted by Matt Aslett on 30 April 2024

Analytics software is used by business analysts and decision-makers to facilitate the generation of insights from data. It encompasses business intelligence and decision intelligence software, including reports and dashboards as well as embedded analytics and the development of intelligent applications infused with the results of analytic processes. Analytics software enables enterprises to... Read More

Topics: Analytics, AI, Analytics and Data

Salesforce Wants Everyone to be an Einstein with AI

Posted by David Menninger on 11 April 2024

I recently attended the Salesforce Trailblazer DX event to learn more about Salesforce’s artificial intelligence products and strategy. Fueled by generative AI, awareness and investment in AI seems to be exploding. ISG research shows that enterprises plan to nearly triple the portion of budgets allocated to AI over the next two years. This doesn’t come as a big surprise when you look at the... Read More

Topics: AI, natural language processing, Deep Learning, Model Building and Large Language Models, Computer Vision

AI Innovations in Data and Analytics at SAP

Posted by David Menninger on 09 April 2024

Data and analytics have become increasingly important to all aspects of business. The modern data and analytics stack includes many components, which creates challenges for enterprises and software providers alike. As my colleague Matt Aslett points out, a better term might be modern data and analytics smorgasbord. There are arguments for and against using an assortment of tools versus a... Read More

Topics: Analytics, AI, data operations, Analytics and Data

AI Makes Accounts Receivable a Customer-Facing Organization

Posted by Robert Kugel on 20 March 2024

Artificial intelligence seems poised to change everything, although naturally a great deal of attention tends to be paid to the cool things it makes possible. AI can also make the humdrum less tedious and even transform the dullest of back-office operations into something more meaningful. For example, AI can take accounts receivable automation to the next level. Infusing AI into managing the... Read More

Topics: Office of Finance, AI, AI and Machine Learning, Order-to-Cash

As Interest in AI Scales, So Does Domino Data Lab

Posted by David Menninger on 13 March 2024

Interest in artificial intelligence (AI) is exploding driven in large part by the widespread interest in generative AI. ISG’s AI Buyer Behavior Survey reported that more than 6 in 10 participants have at least one AI application in production. However, despite the ease with which individuals can use AI as a result of natural language processing, creating and managing AI models is still a... Read More

Topics: Data Science, AI, Analytics and Data, AI and Machine Learning

Teradata Encourages AI and Analytics Experimentation

Posted by Matt Aslett on 13 March 2024

Cloud computing has had an enormous impact on the analytics and data industry in recent decades, with the on-demand provisioning of computational resources providing new opportunities for enterprises to lower costs and increase efficiency. Two-thirds of participants in Ventana Research’s Data Lakes Dynamic Insights research are using a cloud-based environment as the primary data platform for... Read More

Topics: Analytics, AI, Analytics and Data, AI and Machine Learning

Productivity by 1,000 Cuts: Building AI Feasibility From the Bottom Up

Posted by Robert Kugel on 05 March 2024

After a year of near-constant AI chatter, the broad strokes of how the technology will roll out in business over the next three to five years are coming into place. It’s almost trite but worth repeating that artificial intelligence will drive a substantial boost in productivity as it’s adopted. Rather than making large swathes of jobs obsolete, it will take the robotic work out of those job... Read More

Topics: Office of Finance, Business Planning, ERP and Continuous Accounting, AI, Order-to-Cash

Uniphore Puts AI to Work Automating Interactions

Posted by Keith Dawson on 05 March 2024

The first wave of discussions around artificial intelligence (AI) in the contact center was focused on providing software buyers with a general understanding of what the technology could do. Now the conversations are becoming more specific, focused and direct. Buyers are more aware of the spectrum of available use cases and appear to be exploring how to map new tools to the particular business... Read More

Topics: Customer Experience, Contact Center, AI, natural language processing, agent management

2024 Market Agenda: Innovation in AI and Digital Modernization

Posted by Mark Smith on 23 January 2024

Ventana Research has announced its market agenda for 2024, continuing a 20-year tradition of credibility and trust in our objective efforts to educate and guide the technology industry. Our research and insights are backed by our expertise and independence, and we do not share our Market Agenda or our market research, including analyst and market perspectives, with any external party before it is... Read More

Topics: Customer Experience, Human Capital Management, Marketing, Office of Finance, Digital Technology, Operations & Supply Chain, AI, Analytics and Data