Predictive Analytics
Predictive Analytics

Jun 4, 2025

The Hidden Cost of Dirty Data — and How to Fix It with Smart Architecture

The Hidden Cost of Dirty Data — and How to Fix It with Smart Architecture

Your Data Is Lying to You (And It’s Costing You Money)

Your Data Is Lying to You (And It’s Costing You Money)

Every decision your business makes — pricing, forecasting, retention — relies on one thing:

Clean, trustworthy data.

But most companies don’t realize how much of their data is incomplete, outdated, or just plain wrong. That’s what we call dirty data — and it could be costing your business thousands per month in lost revenue, churn, and operational inefficiencies.

What Is Dirty Data?

Dirty data refers to any data that is inaccurate, incomplete, duplicate, or inconsistent. It shows up in many forms:

  • Customers entered multiple times in different systems

  • Blank or outdated contact information

  • Revenue mismatches across reports

  • Product SKUs missing pricing data


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For CIOs: How to Achieve Zero Downtime with Data When Going Through M&A

For CIOs: How to Achieve Zero Downtime with Data When Going Through M&A

How to Build Scalable Data Infrastructure in Weeks — Not Months

How to Build Scalable Data Infrastructure in Weeks — Not Months

Analytics Dashboards

How Custom Analytics Dashboards Drive Real Business Decisions

Analytics Dashboards

How Custom Analytics Dashboards Drive Real Business Decisions

Data architecture

The Cost of Poor Data Architecture (And How to Fix It Before It Hurts Growth)

Data architecture

The Cost of Poor Data Architecture (And How to Fix It Before It Hurts Growth)

Raw Data to Results

From Raw Data to Results: Why ETL Still Matters in the Age of AI

Raw Data to Results

From Raw Data to Results: Why ETL Still Matters in the Age of AI

Predictive Analytics

How Predictive Analytics Helps You Retain More Clients (Before They Churn)

Predictive Analytics

How Predictive Analytics Helps You Retain More Clients (Before They Churn)

Want To Finally Rely On Your Data?

Book a exploration call so we understand you goals,need and priorities so we can recommend a custom solution aligning it to product quantifiable outcome for your business.

Data is foundation for AI.

Contact Us

ali@aztela.com

+386 70 328 922

1000 Ljubljana, Slovenia

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