As Benjamin Franklin once said, “Nothing is certain except death and taxes.” Add this 21st-century irrefutable fact: The world can’t live without data. With its numbers, characters, facts, and statistics – the operations performed, stored, and analyzed – data has become an irreplaceable facet of daily life. We use data to identify strengths and weaknesses. It helps […]
How Intelligent Enterprise Software Is Transforming Business Processes
Between OpenAI’s research release of its language model ChatGPT and Microsoft’s inclusion of an embedded (and still improving) artificial intelligence (AI) chatbot in its Bing search engine, it’s impossible to escape news about the rise of AI. Of course, these new AI tools are simply the most recent customer-facing applications after decades of development across various computing […]
A Powerful Pair: Modern Data Warehouses and Machine Learning
Artificial intelligence (AI) technologies like machine learning (ML) have changed how we handle and process data. However, AI adoption isn’t simple. Most companies utilize AI only for the tiniest fraction of their data because scaling AI is challenging. Typically, enterprises cannot harness the power of predictive analytics because they don’t have a fully mature data strategy. To […]
What Architecture Can Teach Us About Self-Healing Systems
DevOps teams and site reliability engineers (SREs) deal with code daily. Doing so teaches them to scrutinize their world, make astute observations, and draw unexpected connections. After all, although highly logical and mathematical in nature, software development is, at least in part, art form. Unconvinced by that statement? Consider the parallels between history’s most remarkable […]
What Happens When ChatGPT Becomes Monetized or Goes Away?
ChatGPT is getting a lot of press right now and has catapulted artificial intelligence (AI) into the eyes of the general public in a very big way. While it isn’t the first generative AI, it achieved a surprisingly fast rate of adoption and is presenting an interesting look into the future of AI. Some people are […]
AIOps Is Liberating IT Talent
For years, employers have worried about an IT talent shortage, sharpened by the so-called Great Resignation during the COVID years. Now that headlines are dominated by rounds of tech company layoffs, they may think they have the upper hand again. But the truth is that roles for IT skills outside high-profile consumer tech companies are […]
How Automation and AI Will Fill IT Labor Gaps
People who have viewed automation and AI with a sense of dread may be beginning to appreciate how it can reduce the boring, repetitive work that is the bane of their lives. In fact, rather than being a threat to human contributions to the enterprise, automation is a powerful enabler of creative, innovative work. An […]
Operations Managers: The Unsung Heroes of MLOps
Operations managers play a critical role in the MLOps life cycle. Without the proper infrastructure, the number of CPU nodes, or security checks, models, and applications built by data science and development teams are more likely to fail – if they even reach the deployment phase. That’s why operations managers should be brought into the […]
2023: Generative AI, IoB-Informed Products, and Other Data-Driven Technologies
There are several data-driven technologies that are primed to take off this year. Based on what we are seeing with our customers, we can expect a surge in the adoption of emerging technologies like generative artificial Intelligence as well as new software architectures that will transform markets, empower consumers, and deliver new personalized customer experiences. […]
How Biopharma Can Use Advanced AI and ML
The process of researching, developing, and ultimately commercializing a treatment for patients, regardless of the therapy area, is a long and costly one with slim chances for success. For example, the average R&D investment in developing a new drug treatment is $1.3 billion, the median development time is 5.9 to 7.2 years for non-oncology and 13.1 years for […]