Pattern

Finance teams are the map's most contested buyer.

Finance remains the clearest buyer cluster because the work is high-value, document-heavy, and already budgeted. The range matters: some companies sell research copilots to investors, while others automate billing, accounting, fund operations, or trading decisions. That makes finance less like one category and more like the map's most competitive demand center for model-backed work.