Only about half of AI projects make it into production. This indicates a lot of room for improvement. Common roadblocks in a company's AI journey include the complexity of enterprise data and IT operations data, and making sure the data helps you understand...
Artificial intelligence
Observe and Operate Your GenAI Architecture: AIOps in Action for GenAI Architecture
The excitement for GenAI mostly orbits around the uniqueness and power of the models themselves. But they don’t exist in a vacuum. To build a GenAI-powered business app, you need more than just the LLM. An entire AI-driven architecture is needed to support them....
Observe and Operate Your GenAI Architecture: The GenAI Revolution
Generative AI (GenAI) adoption is happening, and it's happening quickly and seemingly everywhere. GenAI, large language models (LLMs), and other AI models have burst on to the marketplace and smart companies are finding opportunities across their...
Agentic AI: Your New Super-Powered Assistant
In the ever-evolving landscape of artificial intelligence, a new paradigm is emerging that promises to redefine how we get work done: “Agentic AI”. Picture this: It’s the near future, and you’re at your favorite café, sipping on a cappuccino, when a friend...
Generative AI: The Evolution of AI Revolutionizing the Enterprise
Generative AI has firmly established itself as a transformative force, both in understanding and generating human-like natural language content. While many associate the practical emergence of AI with models like ChatGPT, the foundational work that made these...
AI’s Paradigm Shift
In 18 months, we have gone from AI being emergent to vendors embedding it in every facet of technology. So much so that hardware manufacturers are redesigning products to accommodate on-board AI/LLM processing capabilities. In light of the rapidly changing landscape...
The Shape of Work to Come
No one will deny that technology has radically changed “work” over the past century. The last 40 years have continually evolved from manual to automated processes and from physical to digital interactions. Letters and interoffice mail have become emails, phone calls...
GraphRAG: Elevating RAG with Next-Gen Knowledge Graphs
The era of ChatGPT has arrived. It's a transformative time, so much so that it could be called the third industrial revolution. Nowadays, even my mother uses ChatGPT for her queries, showing how its usage spans generations and keeps expanding. Its broad appeal likely...