Field notes · August 21, 2026 · 1 min read
Scaling operations without scaling headcount
The Linear Growth Trap
In many service businesses, growing revenue by 20% means hiring 20% more staff. Your margins never improve because headcount scales linearly with output.
Breaking the Cycle
By identifying the specific workflows that consume the most time—usually data formatting, compliance checks, and cross-system syncing—we can build AI systems that handle the volume. This allows your existing team to handle 3x the output, breaking the linear growth trap and expanding your margins.