There is no single best way to structure data for AI agents, according to a new analysis that identifies five production-ready approaches: semantic models, knowledge graphs, RAG, plain markdown files,…
Gartner predicts 40% of enterprise applications will feature task-specific AI agents by 2026, up from under 5% in 2025, while over 40% of agentic AI projects are expected to be canceled by end of 2027…
A developer introduces agentic data engineering, a practice where autonomous AI agents design, build, and maintain data pipelines from natural-language intent, shifting from manual coding to specifyin…
A semantic layer is a shared definition of business metrics that sits between raw data and consuming tools, ensuring consistent computation of terms like 'revenue' across dashboards, reports, and AI a…
An MCP server is a program that exposes data, tools, and actions to AI agents through the Model Context Protocol, an open specification developed by Anthropic and released in late 2024. It allows AI a…