Data quality: The direct impact on profit

Discover how data quality directly impacts profitability in businesses. A landmark ruling in South Africa highlights the importance of accurate billing data in resolving disputes. Learn how quality data and sound data governance can unlock the value in your enterprise information asset.


water meter

In a landmark ruling, South African courts have ruled against the City of Johannesburg in a billing dispute, underscoring the critical importance of accurate billing data in resolving conflicts. The onus is on the municipality, not the client, to prove the accuracy of the meter readings on which the disputed bills were based.

Billing disputes are just one example that you might use to build a business case for data quality. You can read our post on why data quality matters for more examples.

The Importance of Data Integrity

This case highlights the significance of data integrity in any successful business, where disputes may arise due to various reasons, including:

  • Disagreements of contractual terms or conditions, such as agreed rates or negotiated discounts.
  • Alleged errors in billing, consumption, or missing billing information.
  • Simple delaying tactics used by consumers to avoid payment, especially if there’s a history of billing issues.

While these disputes are not unique to municipalities, businesses providing variable services—like telecommunications operators, utility companies, and professional services firms—are particularly vulnerable. Often, the link to poor data quality may not be obvious, as disputes are often blamed on systems, processes, or human error.

The Advantage of Quality Data

Quality data, supported by robust data lineage, can provide suppliers with:

  • Evidence that the meter was correctly installed at the consumer site.
  • Evidence that the correct meter was read.
  • Evidence that the correct meter was tested in the event of a dispute.

Billing is Not the Only Concern

Poor data quality has a direct impact on profitability beyond billing issues.

Our new whitepaper, 5 Ways that Quality Data Drives Revenue – looks at billing and various other examples where a focus on data can deliver lasting increases in revenue.

The Importance of Sound Data Governance and Data Quality

Proving the accuracy and completeness of invoices requires robust data governance and data quality practices. Sound data governance and data lineage are enablers that ensure suppliers can meet this requirement.

Conclusion

Data quality is a fundamental aspect of any successful business. The recent ruling in South Africa reminds us of the critical role accurate billing data plays in resolving disputes.

When making critical decisions, one must consider: Does data integrity matter for decision making? Unravelling this mystery is crucial for informed choices.

Now, let’s address a fundamental query: why data quality is crucial. Understanding its importance is the first step towards leveraging its potential.

By prioritizing data quality and implementing sound data governance, businesses can unlock the true value of their enterprise information asset, leading to increased profitability and better customer relations

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