Cooma / Market intelligence

Insights

Practical thinking on AI infrastructure, model access and the economics of putting AI to work.

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3 articles / Updated 14 October 2026

Heterogeneous Inference: Building a More Efficient Token Factory

How prefill/decode separation, hardware matching and cache-aware scheduling shape the economics of AI inference.

8 min read

Beyond GPU Rental: Turning AI Tokens into Business Outcomes

Why enterprise AI buyers need more than cheaper compute—and how governed model access changes the decision.

6 min read

The Token Factory Flywheel: Making Every AI Workflow Better

How repeatable workflows, reviewed exceptions and measured pilots turn model access into business value.

7 min read