SoftEd Blog

4 min read

Build vs. Buy: What MIT Found About Why Enterprise AI Projects Fail

If you are setting AI strategy for your organization in 2026, there is a piece of research you should read before you sign off on your next...

3 min read

MCP: The Open Standard Quietly Reshaping How AI Connects to Your Business

There is a new acronym you are going to hear constantly over the next eighteen months. It is MCP, and it stands for Model Context Protocol. If you...

4 min read

Human-in-the-Loop Isn't a Feature. It's the Product.

If you work in government or a regulated industry, there is one sentence worth pinning above your desk before your organization deploys its first...

3 min read

The Quiet Promotion: Why Agentic AI Moves Your Role Upstream

The most frequent question I hear when I run sessions on agentic AI is some version of the same thing. "What does my role look like when this is...