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TCO & ROI Studies

Enterprise Sovereign SLM TCO & ROI Case Studies

Rigorous mathematical modeling of cloud API token spend vs private self-hosted Small Language Models (SLMs).

Commercial Banking & Wealth Management2026-02-05

Sovereign SLM vs Frontier LLM TCO: 74% Cost Reduction in Enterprise Banking

A rigorous mathematical and financial breakdown of migrating 200M monthly tokens from frontier cloud APIs to private fine-tuned 8B/14B Small Language Models.

$384,200
Annual Cost Savings
74.2%
TCO Reduction
Basel III Operational RiskNIST AI RMFDORA (Digital Operational Resilience Act)
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