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TCO Models

Sovereign SLM TCO Models

Illustrative mathematical models of cloud API token spend vs private self-hosted Small Language Models (SLMs) — not audited client outcomes.

Commercial Banking & Wealth ManagementIllustrative Model — Not a Client Case Study

Sovereign SLM vs Frontier LLM TCO: An Illustrative 74% Cost-Reduction Model

An illustrative mathematical and financial model of what migrating 200M monthly tokens from frontier cloud APIs to private fine-tuned 8B/14B Small Language Models could save. Not a completed client engagement — a model you can adapt to your own workload.

$384,200
Annual Cost Savings
74.2%
TCO Reduction
Basel III Operational RiskNIST AI RMFDORA (Digital Operational Resilience Act)
View Full Architectural Blueprint~74.2% Modeled TCO Savings
Illustrative Break-Even Curve
Illustrative — Not Audited
036912Months of OperationCumulative CostBreak-even ≈ mo. 3Upfront GPU +fine-tuningCloud API— linear, no ceilingSovereign SLM— amortized GPU + ops

Shape-of-the-curve illustration, not a plot of real figures — run the interactive model below with your own assumptions.

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