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The hidden costs of API-based AI: what your CFO needs to know

API-based AI costs can reach $1-2M annually for banks at scale. But on-premise has hidden costs too. A full breakdown to help your CFO compare both paths.

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12 March, 2026
Blog Celendar img
6 min
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February 27, 2026RAG vs fine-tuning for financial services: when to use which

RAG retrieves current information. Fine-tuning embeds domain reasoning. Learn when to use which for financial services AI, and when to combine both.

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23 February, 2026How SLMs cut AML false positives in transaction monitoring

Up to 95% of AML alerts are false positives. Learn how small language models reduce false positive rates by 40-70% while running on your own infrastructure.

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A clear explanation of small language models (SLMs), purpose-built AI models that deliver faster, more accurate results than LLMs while keeping your data on-premise.

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December 18, 2025DORA and EU AI Act: local AI is no longer optional for banks

DORA and the EU AI Act require banks to control their AI infrastructure. Learn why on-premise small language models are the practical path to compliance by August 2026.

Blog Tab img
12 March, 2026

The hidden costs of API-based AI: what your CFO needs to know

API-based AI costs can reach $1-2M annually for banks at scale. But on-premise has hidden costs too. A full breakdown to help your CFO compare both paths.

Blog Tab img
6 March, 2026

SLMs as building blocks for agentic AI in banking

Agentic AI needs specialized models, not one massive LLM. Learn why modular SLM architectures deliver better accuracy, auditability, and cost control for banks.

Blog Tab img
February 27, 2026

RAG vs fine-tuning for financial services: when to use which

RAG retrieves current information. Fine-tuning embeds domain reasoning. Learn when to use which for financial services AI, and when to combine both.

Blog Tab img
23 February, 2026

How SLMs cut AML false positives in transaction monitoring

Up to 95% of AML alerts are false positives. Learn how small language models reduce false positive rates by 40-70% while running on your own infrastructure.

Blog Tab img
January 02, 2026

What is SLM and why size matters

A clear explanation of small language models (SLMs), purpose-built AI models that deliver faster, more accurate results than LLMs while keeping your data on-premise.

Blog Tab img
December 18, 2025

DORA and EU AI Act: local AI is no longer optional for banks

DORA and the EU AI Act require banks to control their AI infrastructure. Learn why on-premise small language models are the practical path to compliance by August 2026.

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