You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

Here’s why Figma, Microsoft, IBM, and Capital One are among Fast Company’s Most Innovative Companies in enterprise for 2026.

Artificial intelligence has become embedded in nearly every operational layer of modern institutions. It parses documents, ...

IBM is introducing the industry’s first published quantum-centric supercomputing reference architecture, a new blueprint for integrating quantum computing into modern supercomputing environments.