Every generation, a new resource reshapes the global economy. Oil. Electricity. Now: the token. This isn't a metaphor, it's already in the trade data. Computer imports up $101B year over year. The token economy has weight. It moves in containers. The race has started.
AI costs are rising. The root cause isn't economic—it's operational. Cost observability, meaning real, request-level, attributable cost tracking, is the missing layer. And without it, every other optimization strategy is flying blind.
Enterprise AI costs are climbing fast. Token compression and intelligent routing aren't a threat to frontier labs—they're the distribution layer that expands the market. Build the efficiency layer now, before the subsidies end.
AI inference is getting cheaper. Fast. Yet enterprise AI budgets are climbing even faster. Gartner pegs enterprise generative AI spending at $37 billion in 2025, up from $11.5 billion in 2024, a 3.2× year-over-year jump. Meanwhile, token prices keep falling by 90%.
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