The emergence of artificial intelligence (AI) brings data governance into sharp focus because grounding large language models (LLMs) with secure, trusted data is the only way to ensure accurate responses. So, what exactly is AI data governance? Let’s define “AI data governance” as the process of managing the data product lifecycle within AI systems. To keep it […]
Closing the Circle: How We Can Fill Data Gaps to Make Sustainability More Sustainable
Rigorous decarbonization goals have run up against the realities of running businesses. Companies are falling short of targets, as a 2022 study by the CDP (Climate Disclosure Project) revealed a mere 0.4% of disclosing organizations had credible climate transition plans, with 13% making progress. We’ve made progress in regulations, investments, and technologies; and learned a lot about the […]
Unreliable Data Is Essential for AI Progress, and That’s Not a Bad Thing
In May, OpenAI announced a partnership with Reddit to train its language models using the forum’s extensive collection of user-generated content. OpenAI’s goal of enhancing its models’ ability to respond to real-world conversations and diverse linguistic patterns seemed straightforward. But the decision quickly sparked concerns – namely, the potential inclusion of misinformation and biased content in the […]
Data’s Dangerous Journey: Protecting Information from Source to Destination
Given that data is the lifeblood of modern enterprises, the specter of data breaches looms large. The 2024 Snowflake data breach sent shockwaves through the tech industry, serving as a stark reminder of the ever-present threats in data management. While the cause of the breach came down to a combination of an aggressive hacking campaign […]
It’s Essential – Verifying the Results of Data Transformations (Part 1)
Today’s data pipelines use transformations to convert raw data into meaningful insights. Yet, ensuring the accuracy and reliability of these transformations is no small feat – tools and methods to test the variety of data and transformation can be daunting. Transformations generally involve changing raw data that has been cleansed and validated for use by […]
AIOps and Its Impact on Product Support and Maintenance
In today’s virtual-first economic system, companies are under relentless strain to ensure their products deliver the most effective overall performance with minimal downtime. Whether it’s SaaS software serving thousands of customers globally, or a complex company platform assisting vital commercial enterprise functions, the call for reliability and efficiency is higher than ever. As IT infrastructures […]
The Best and Worst of Times for Generative AI: The Missing Value Prop
When generative AI (GenAI) broke onto the scene in late 2022, a floodgate of market opportunity and innovation was unleashed with it. In recent months, we’ve seen substantial technical and affordability progress by many measures: AI now beats out human performance on many benchmarks of simple tasks, OpenAI’s release of its high-performing GPT-4o “mini” small AI model […]
The Role of DSPM in Data Compliance: Going Beyond CSPM for Regulatory Success
Cloud security posture management (CSPM) and data security posture management (DSPM) are two approaches to securing cloud environments, each with its own capabilities and techniques. Many organizations may benefit most from a combination of the two, based on their particular needs. Before deciding on an approach, researching vendors, and investing in a solution, it is […]
Reshaping Business Agility in the Cloud with Intelligent Automation
With approximately 96% of companies now utilizing public cloud services, businesses across industries are leveraging the flexibility, scalability, and cost-efficiency of the cloud. Yet, despite these clear advantages, many organizations encounter obstacles during their cloud migration journey. With the right approach, however, businesses can overcome these hurdles. From streamlining workflows to enabling data-driven decision-making, cloud-based intelligent automation (IA) […]
Data Is Not the New Oil: It’s More Like Uranium
In today’s digital world, data is the most critical enterprise asset. Data is required to run software, drive business intelligence, and deliver new functionality. Consequently, companies have tried to hoard as much data as possible. In fact, data has become known as “the new oil,” among many. This sentiment, however, is misleading. Data is not […]