Platform WatchJune 25, 2026via McKinsey Insights
Frontiers of compute: The technologies to reduce AI inference costs
Why it matters
Inference cost reduction is becoming the competitive moat. Companies that master cheaper compute will unlock new use cases and margin expansion that raw model capability alone cannot deliver.
Key signals
- Focus shifts from model performance to inference economics
- Cost-per-token optimization emerging as primary differentiator
- McKinsey analysis of compute infrastructure technologies
- Inference efficiency as path to enterprise AI deployment at scale
The hook
AI's next breakthrough may not be a smarter model but a cheaper token.
AI’s next breakthrough may not be a smarter model but a cheaper token.