Ai Roi

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A diverse team of engineers collaborating in a modern lab, with a minimalist AI interface projected, symbolizing efficient and sovereign AI development.

What Are Frugal AI Models? A Guide to Sovereign Innovation

Fewer than 20% of companies achieve sustainable ROI from AI, but Frugal AI models offer a new blueprint for efficiency and accessibility. This approach is crucial for nations building sovereign AI capabilities and organizations seeking to innovate without massive infrastructure.

Marcus Havel·April 7, 2026