Analyst Perspectives

I recently wrote about the various technologies used by organizations to process and analyze data in real time. I explained that while the terms streaming data and events and streaming analytics are often used interchangeably, they are separate disciplines that make use of common underlying concepts and technologies such as events, event brokers and event-driven architecture. Confluent’s acquisition of Immerok earlier this year provided a reminder of this fact. Confluent is one of the most...

Data is one of the most valuable assets an organization owns, and a robust data backup and recovery system is foundational to protecting it. Weak data protection efforts jeopardize resilience and business continuity. With data residing in multiple places – including on-premises servers and public and private cloud environments – it is difficult to ensure that all data is backed up and recoverable in the event of a disaster.

Governance, risk management and compliance are essential tactics for a successful organization. Effective GRC practices help organizations achieve business objectives, mitigate risks and ensure compliance with laws and regulations. As a chief information officer or IT leader, it is important to evaluate new technologies and determine their impact on the business, including whether they fit within the scope of current GRC programs and processes.

This title plays on the now-ancient meme from the 1990s: “On the internet, nobody knows you’re a dog,” which pointed to a challenge of anonymity posed by new technology. In this case, though, I’m using it to highlight an opportunity that generative artificial intelligence presents in streamlining routine business functions that require some level of individual skill and experience to handle. Ordinary contracts are just one example of work products that require humans to create, edit, analyze,...

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 concept of decision intelligence, there are still several “islands” of decision-making. Analyzing...

The world of human capital management (HCM) technology, and tech in general, is buzzing with excitement over the potential of generative artificial intelligence (GenAI). Startups, especially, are releasing software at seemingly breakneck speed, and larger vendors, specifically the platform providers, have been releasing their own net-new or enhanced features and functionality. We’ve all read that GenAI, and the practical application of large language models (LLMs), are the technological...

Given the ever-expanding digital footprint of most businesses today, visibility into the performance of distributed systems has become a necessity. There are more data sources and data storage locations than ever before. As organizations continue to expand their data presence and scale their systems and tools, digital security is of greater importance in the architecture and operations. Monitoring is a fundamental enabler of digital security that provides real-time detection of cyber threats...

Over the past three years, the Public Company Accounting Oversight Board (or PCAOB, sometimes pronounced “peekaboo”) has found an increasing prevalence of auditing deficiencies in its inspections of accounting firms. PCAOB was established as part of the Sarbanes-Oxley Act of 2002 in the wake of several major accounting scandals. The agency acts as the auditor of auditors with the objective of being a neutral arbiter of the quality of these inspections. It recently indicated that approximately...

In recent years, the corporate landscape has witnessed a notable shift towards prioritizing employee experience. Organizations have recognized that a content and engaged workforce translates to higher productivity, reduced turnover and improved profitability, as I previously wrote about. Consequently, companies have invested considerable resources in creating a positive work environment and enhancing the overall experience of their employees. While this emphasis on employee experience is...

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 intelligence within business processes. Organizations are increasingly turning to embedded...