Data Archives - Nimble Approach

AI Data

Enhancing AI With Organisational Context: Why Less Is Often More

This blog examines the rapid rise in data generation and storage, why more data isn’t always better for training Large Language Models (LLMs), the importance of data curation…

carabills47a77b925b4th December 2025

Data

Technical Deep Dive: Building a Python-Driven Master Data Management (MDM) Pipeline

This blog provides a technical walkthrough of how to build an end-to-end Master Data Management (MDM) process using Python. It demonstrates how to transform messy, multi-source CRM data…

carabills47a77b925b28th November 2025

Data Testing

Why Your RAG System Fails – and How Semantic Chunking Fixes It

This article breaks down why naive, fixed-size chunking leads to poor retrieval, how semantic chunking solves the problem, and what tools and methods you can use to implement…

carabills47a77b925b24th November 2025

Data

Harnessing ‘Lighthouse’ Projects & Vertical Slicing to Develop Your Data Capability

This blog explores how and why the modern data tooling ecosystem is consolidating through the lens of the Modern Data Stack (MDS).

carabills47a77b925b14th November 2025

Data

Is Consolidation Killing the Modern Data Stack?

This blog explores how and why the modern data tooling ecosystem is consolidating through the lens of the Modern Data Stack (MDS).

carabills47a77b925b13th November 2025

Data

Is a Technology Driven Approach to Data Harming You in The Longer Term?

This blog explores why many organisations take a technology-first approach to developing their data capability, how this can limit their ability to realise long-term value, and a more…

carabills47a77b925b11th November 2025

Data

How to Benchmark Your Data Maturity and Drive Business Value

This blog explores how organisations can assess their current level of data maturity, identify priority areas for improvement, and take practical steps to turn that maturity into measurable…

carabills47a77b925b27th October 2025

Data Testing Tips

Why I love Test-Driven Development (TDD) and Other Data Engineers Should, too

Discover why Test-Driven Development (TDD) is a game-changer for Data Engineers. George Verney, Head of Data at Nimble Approach, shares practical examples and insights to help you write…

nimbleapproach201618th June 2025

Data Tips

Do You Actually Need Real-Time Data?

Here's the million-pound question: do you actually need real-time data?

nimbleapproach20166th November 2024

Data News and updates Private Equity

How Private Equity Firms Can Elevate Portfolio Companies’ Operational Efficiency Through Data Maturity

Introduction For private equity (PE) firms, enhancing the operational efficiency of their portfolio companies is crucial for driving productivity, scalability, and overall investment returns. However, many portfolio companies…

nimbleapproach20169th August 2024

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Others

Data

Enhancing AI With Organisational Context: Why Less Is Often More

Technical Deep Dive: Building a Python-Driven Master Data Management (MDM) Pipeline

Why Your RAG System Fails – and How Semantic Chunking Fixes It

Harnessing ‘Lighthouse’ Projects & Vertical Slicing to Develop Your Data Capability

Is Consolidation Killing the Modern Data Stack?

Is a Technology Driven Approach to Data Harming You in The Longer Term?

How to Benchmark Your Data Maturity and Drive Business Value

Why I love Test-Driven Development (TDD) and Other Data Engineers Should, too

Do You Actually Need Real-Time Data?

How Private Equity Firms Can Elevate Portfolio Companies’ Operational Efficiency Through Data Maturity

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