Data analysts are an important part of modern business, and this article will not argue otherwise. But it will argue that not every company, department, and team needs a data analyst to become data-driven. Before being hired as senior product manager of a data integration platform, I had little experience working directly with data tools. But I knew […]
What Is GitOps and How Can It Support Machine Learning Operations?
GitOps is a way of implementing continuous delivery for cloud native applications. It is based on the idea of using Git as a single source of truth for declarative infrastructure and applications. In GitOps, the desired state of the infrastructure and applications is stored in version control, and an automated process is used to ensure […]
Demystifying Actionable Insights in Data and Analytics
Every company today is a data company. Organizations worldwide are striving to derive business insights from the enormous amounts of data that are captured and stored to measure and improve business performance. McKinsey found that insight-driven companies report EBITDA (earnings before interest, taxes, depreciation, and amortization) increases of up to 25%. According to Forrester, organizations that use data […]
Distributed Tracing in Microservices: A Comprehensive Guide
Today, one of the most popular techniques to achieve high levels of performance and reliability in your software applications is by leveraging the power of microservices architecture. This architectural style breaks down a monolithic application into smaller, more manageable services that can be independently developed, deployed, and scaled. While this approach offers numerous benefits, it […]
AI Chatbots Revolutionize Depression Management and Mental Health Support
In this digital era, the emergence of AI has opened up avenues for a remarkable companion in combatting mental health issues such as depression. Ready yourself as we investigate how AI chatbots are rewriting the rules of mental health care and providing new hope and advanced strategies for managing depression. One of the most advantageous […]
Why IT Leaders Are Embracing Edge Computing: Security, Serviceability, and Scalability
To counter current economic pressures such as inflation, scarce talent, and supply constraints, 80% of companies are increasing investments in digital technology, according to a report by Gartner. Driving these initiatives are IT leaders, who – depending on the industry they work in – are increasingly doing so in operational environments like factories, production sites, and even […]
Domain-Specific AI Models Render Conversational AI More Effective
According to Gartner, 80% of executives believe organizations can apply AI to any business decision. However, an AI-based decision is only as effective as the training data on which the AI model is built. The most effective, advanced solutions focus on domain-specific AI and ensure training data used in AI models is highly accurate and reliable. […]
Maximize Data Impact with an Effective Data Lineage Strategy
High-quality data can produce powerful insights that enhance decision-making. For data-driven organizations, this leads to successful marketing, improved operational efficiency, and easier management of compliance issues. However, unlocking the full potential of high-quality data requires effective Data Management practices. That’s why a robust data lineage strategy is essential – it helps increase information utility and maximize data […]
Data Ethics: Safeguarding Privacy and Ensuring Responsible Data Practices
The importance of data ethics cannot be emphasized enough in the digital era. With so much data being created, processed, and stored, people and businesses must prioritize privacy and maintain appropriate data practices. Data collection, storage, and use raise ethical concerns that must be addressed to preserve individuals’ rights and sustain public confidence. Below, we […]
Generative AI and Semantic Compliance
Only CPT and its peers know how many statements have been made based on results from generative AI. But there are loads of them. My background as a data modeler over many years makes me shiver a little bit, because what the friendly AI helpers help us produce is subjected to cognitive processes, where we, the readers, process […]