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Welcome to the Advancing Analytics blog. We’re a bunch of data and AI specialists who build modern platforms and make messy data behave.

You'll find a trove of posts and video here, focused on AI and machine learning, data engineering and analytics. Our blogs are all based on what we’re seeing in the real world - with lessons learned from the sharp end of delivery. 

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Recent Blogs

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AI Data Science Machine Learning LLM
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Toyosi Babayeju
Building PII Redaction That Reasons, Not Just Recognises
Introduction How we cut false positive PII detections significantly in a marine insurance...

24th February, 2026

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AI Data Science Generative AI LLM Python
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Dean Kennedy
Prompt Optimisation: An Introduction to DSPy
What is Prompt Optimisation? Prompt optimisation is the process of systematically improving...

24th October, 2025

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AI Data Science Generative AI LLM
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James Bentley
MCP: Make A Game Changing API For Your AI
Introduction If you’ve been working in the world of Generative AI for any amount of time, you...

5th August, 2025

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AI Data Science Machine Learning Generative AI Databricks
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Toyosi Babayeju
Agentic Audio Insurance Claims Assistant
Introduction Insurance claim processing is often burdened by slow, manual steps that frustrate...

22nd April, 2025

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Data Science MLOps Machine Learning Databricks
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Dean Kennedy
Why Databricks is the Key for MLOps Success in 2025 and Beyond!
A Brief Introduction to MLOps Machine Learning Operations (MLOps) is the practice of building,...

25th March, 2025

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AI Data Science LLM
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Christopher Durow
What's In Your Toolbox?!
Let's be honest, explaining a generative adversarial network at the best of times sounds like...

7th February, 2025

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AI Data Science
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Toyosi Babayeju
RAGBuilder: Creating Optimal Production ready RAG Setups
Background In recent years, Retrieval-Augmented Generation (RAG) has emerged as a...

10th December, 2024

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AI Data Science MLOps Generative AI
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Tori Tompkins
5 Essential Evaluation Metrics for LLMOps & FMOps (and how to...
Evaluating large language models (LLMs) is crucial to ensure their effectiveness, reliability,...

17th July, 2024

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AI Data Science
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Luke Menzies
How Intel technology stack improved model training in Advancing...
The ability of AI to transform and improve processes for businesses is seen across many...

13th November, 2023

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Data Science Fabric
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Tori Tompkins
Exploring Machine Learning in Microsoft Fabric: Should Data...
Introduction Fabric is Microsoft’s recently announced SaaS all-in-one analytics platform. It...

10th September, 2023

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