· sales-engineering · 16 min read

The AI-native SE stack: scaling sub-linearly with headcount

Sales engineering headcount doesn't have to scale linearly with the sales team. Treat the SE org as a product team building an internal "SE brain" (an LLM operating over a three-table documentation corpus of goals, market framing, and product capabilities), and AEs and CSMs become self-sufficient…