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Appropriate sizing matters

Why banks are moving from LLMs to SLMs - and when they shouldn't

Banks and fintechs are moving AI workloads from general LLMs to purpose-built SLMs. Learn why the shift is happening, when it makes sense, and when it doesn't.

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April 8, 2026
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5 min
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27 March 2026How to evaluate if your financial institution needs a custom AI model

Five signs your financial institution has outgrown generic AI, and a practical framework for evaluating whether a purpose-built small language model is worth the investment.

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18 March, 2026Internal knowledge assistants

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12 March, 2026The 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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6 March, 2026SLMs 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.

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April 8, 2026

Why banks are moving from LLMs to SLMs - and when they shouldn't

Banks and fintechs are moving AI workloads from general LLMs to purpose-built SLMs. Learn why the shift is happening, when it makes sense, and when it doesn't.

Blog Tab img
3 April, 2026

robots.txt and AI crawlers

Your robots.txt may be blocking AI crawlers without you knowing. Learn which AI bots exist, what they do, and how to configure access for AI visibility.

Blog Tab img
31 March, 2026

What is llms.txt and why it matters for your business

llms.txt helps AI systems understand your website. Learn what it is, how it works, whether it impacts AI visibility, and how to create one for your business.

Blog Tab img
27 March 2026

How to evaluate if your financial institution needs a custom AI model

Five signs your financial institution has outgrown generic AI, and a practical framework for evaluating whether a purpose-built small language model is worth the investment.

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.

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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.

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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.

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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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