Forward-Deployed: The Integration Wall, and the Role That Now Pays $700K to Climb It

Forward-Deployed Engineers now command up to $700K in total compensation, transforming enterprise AI deployment and reshaping tech industry roles.

Single Digits: The April That Closed the Open-Weight Gap

In April 2026, open-weight AI models closed the performance gap with proprietary models to single digits, transforming enterprise AI economics and strategy.

When-to-replace planner for data center equipment

A new tool to help data center managers decide when to replace servers, UPS, and cooling units, improving efficiency and reducing costs. Testing underway.

AI workflow reliability monitor for small teams

A new AI workflow reliability monitor designed for small teams is being tested to improve AI operation dependability amid rising reliance on AI tools.