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The State of Data Quality in 2024: Why 'Good Enough' is No Longer an Option

Data Quality

The State of Data Quality in 2024: Why 'Good Enough' is No Longer an Option

A comprehensive survey of 500 data leaders reveals that 78% of companies are facing increased pressure to improve data governance. From fintech to healthcare, the cost of a single data error has tripled, making quality assurance a boardroom priority.

Sarah Jenkins
Sarah Jenkins Head of Data Strategy
· Oct 24, 2023 · 8 min read
Data quality team meeting

Fresh thinking on data engineering and analytics

Engineering

Debugging dbt Models: A 3-Step Debugging Protocol

When your transformation fails, how do you find the root cause quickly? We break down the most effective strategies for isolating logic errors in complex dbt projects.

Mike Ross Oct 18, 2023
Analytics

Why 78% of Analytics Projects Fail (And How to Avoid It)

Data projects often fail not because of technical debt, but because of misalignment with business goals. Learn how to bridge the gap between the warehouse and the boardroom.

Emily Chen Oct 12, 2023
Company News

Valido x Snowflake: Native Integration Released

We are thrilled to announce our new native Snowflake connector. It brings zero-latency monitoring and automated lineage directly into the Snowflake interface.

Valido Team Sep 28, 2023
Data Quality

Building a Data Quality Culture in Startups

Scaling from 2 to 20 analysts changes everything. Here is how early-stage startups can implement lightweight quality checks without slowing down iteration.

Alex Rivera Sep 15, 2023
Analytics

Understanding Distribution Shifts in Time Series

Time series data is rarely static. We explore statistical methods to detect when your data distribution has shifted and how it impacts your forecasting models.

David Kim Sep 02, 2023
Tutorials

How to Write Effective Data Tests

Don't just test for nulls. Learn the 5 types of tests every data engineer should add to their dbt models to catch subtle data drifts early.

Valido Team Aug 20, 2023
Data Quality

The Cost of Dirty Data: A Case Study

A major retail chain lost $2.4M in a quarter due to duplicate customer records. Here is how we helped them automate the deduplication process using Valido.

Laura G. Aug 10, 2023
Company News

Valido at Scale: Lessons from Fintech

Handling millions of transactions per second requires a robust architecture. Read how our enterprise customers achieve sub-second validation times.

Valido Team Jul 28, 2023
Tutorials

Optimizing Warehouse Costs via Quality Checks

Bad data often leads to expensive, redundant queries. Learn how enforcing validation rules can actually reduce your monthly Snowflake bill.

Tom Baker Jul 15, 2023

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