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John Adam

Chief Revenue Officer
Aimprosoft
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John Adam

5 high-ROI uses of RAG models in banking and fintech

General purpose AI tools like ChatGPT often require extensive training and fine-tuning to create reliably high-quality output for specialist and domain-specific tasks. And public models’ scopes are simultaneously limited to and diluted by training materials. Output is based on their range of unidentified training material so it may diverge from o...

01 August 2025 /ai Artificial Intelligence and Financial Services

John Adam

What is RAG in fintech and how financial services are using it with LLMs to power AI innovation

To operate, organisations in the financial services sector require hundreds of thousands of documents of rich, contextualised data. And to organise, analyse and then use that data, they are increasingly turning to AI. One AI-driven approach to unifying, understanding, structuring and then accessing stores of internal data is the LLM (Large Langua...

17 July 2025 /ai Artificial Intelligence and Financial Services

John Adam

Inside AI Assisted Software Development and why tools are not enough (Part 2)

Building a business case for investment in AI integration requires measurability and observability. For organisations which invest in digital assets, the SDLC (software development lifecycle) is a strong candidate to start building that business case by demonstrating measurable ROI. However, just encouraging the adoption of AI tools is not enough...

19 June 2025 /ai

John Adam

Inside AI Assisted Software Development and why tools are not enough (Part 1)

The recent squeeze on funding and margins is by no means only being felt in the financial services and fintech sectors. But it’s fair to say the pinch is particularly hard and the necessity to quickly and effectively innovate is simultaneously more pressing than ever. The good news is, new AI tools can speed up delivery and improve the quality of...

19 June 2025 /ai

John Adam

AI adoption in financial services and fintech in 2025

A few weeks ago, I visited several events in London over UK Fintech Week. I listened to a lot of speakers and panels and spoke to a lot of people in the sector—at established financial services companies, scaleups, those still early in their product journeys and other ecosystem participants. By far the most common use cases of predictive AI in f...

23 May 2025 /ai Artificial Intelligence and Financial Services

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