AI Operations
You budgeted for an ML engineer and a data analyst. Then your AI hit production. Now you need three more people just to keep it from breaking. Here's why operators consistently underestimate team size for production AI.
July 28, 2026 · 7 min read
AI hiring
A $50M revenue company faces a choice: hire a 3-person ML engineering team ($400K+ annually) or use a managed AI service ($100-200K annually). The wrong choice costs you either excess overhead or months of lost velocity. Here's how to decide.
July 22, 2026 · 8 min read
