Why AI models need a real-time web intelligence layer

A growing sentiment in tech is that large AI model providers will eventually replace traditional software vendors. The argument makes some sense. If a model can write code, answer questions, and automate workflows, then over time it should be able to take on the...

Relief from the bookkeeping of change management

It’s an idle Tuesday afternoon. You’re in hour three of change management calls to get a CostCenter tag update approved for a production change. Only finops reporting is affected. The change itself will take two minutes of Terraform execution. Last week, you had a...