Case Study

How One Lab Turned Hours of Reporting into Minutes

Automating data flows to cut manual effort by 60% and boost visibility across teams.

The Client and Their Challenge

Our client’s laboratory operations relied heavily on manual data entry, spreadsheets, and disconnected reporting. Each team maintained its own version of performance metrics, making it difficult to spot trends or trust results across the wider business.

This fragmented setup was slowing everything down, from quality checks to daily reporting and left engineers spending hours collating information that quickly went out of date. What was needed was a way to connect their systems, standardise data collection, and create one clear, reliable view of lab performance.

“Working with Emma at Nimble Data was a breath of fresh air…It’s made a real difference to how we operate.”

Laboratory Manager

What We Did

We designed and implemented an automated end-to-end data system that would bring speed, accuracy, and visibility to the lab’s daily operations.

  • Data engineering pipelines were built using Azure Data Factory (ADF) and Azure Databricks, automating ingestion and cleaning from multiple laboratory sources.
  • Secure, quality-controlled data flows ensured consistent, high-integrity data without manual intervention.
  • An interactive Power BI dashboard provided real-time visibility of key lab metrics, highlighted anomalies automatically, and gave every team access to the same trusted information.

The Results

60% Reduction In Manual Effort

Which freed teams from repetitive reporting tasks.

Early Detection Of Quality Issues

Which improved right-first-time blend results.

One Central Source Of Truth

This increased transparency and collaboration across teams.

Working with Emma at Nimble Data was a breath of fresh air. From day one, she focused on understanding our specific business needs. The result is a streamlined, automated reporting and dashboarding system that proactively flags values needing attention, and makes our lab data easily accessible across teams. Handover was smooth, and we feel in control of the system. It’s made a real difference to how we operate.

Laboratory Manager

Build Your Own Data Advantage

When data lives in silos and is disorganised, it holds your business back. But when it’s connected, automated, and easy to trust, it becomes a powerful driver of performance. That’s where we focus.

At Nimble Data, we’re a data consultancy that helps manufacturers simplify and modernise their operations through better use of data. Our work combines deep industry experience with technical expertise in data engineering, automation, and analytics – helping teams move from manual reporting to meaningful insight.

If you’d like to see how better data foundations could improve performance across your business, get in touch or book a free consultation. We’ll help you find practical, scalable ways to turn your data into something that works harder for you.

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