Data Quality Challenges - Does Your Data Look Like This?
Here are some typical examples of trouble-causing, inconsistent, similar, and likely redundant data.
We've leveraged decades of experience through generations of product development in the data quality space to design, develop, and deploy our SmartMatchAI technology behind-the-scenes that consists of:
SmartMatchAI discovers issues in your important data quickly and easily. It's at the core of all our product offerings, including data matching, data standardization, data verification, and data enrichment.
Identify, match, and resolve inconsistent and redundant data with our AI-driven powerful APIs that can plug into anything anywhere.
Use our APIs with entire datasets, files, and database tables for quick discovery and resolution of data quality issues, including at large scale.
Process entire CSV/TSV text files in a few clicks using any of our data matching, standardization, verification, or data enrichment APIs on a high-performance batch platform.
Poor data quality leads to errors that require time-consuming and expensive rework. These mistakes can inflate operational costs and reduce overall efficiency, ultimately impacting the bottom line.
High-quality decisions rely on high-quality data. Poor data quality impairs decision-making processes, leading to suboptimal business outcomes. Leaders need accurate, timely, and reliable data to make informed decisions that drive success.
Inaccurate or incomplete data can result in missed opportunities, as faulty data may lead to incorrect market analysis, poor customer insights, and misguided business strategies, costing your business potential growth and revenue.
Delivering products or services based on faulty data can harm your reputation. Clients and stakeholders expect accuracy and reliability, and repeated data issues can erode trust, leading to poor communication, customer churn, and negative brand perception.
With stringent data protection regulations like GDPR, poor data quality can lead to non-compliance issues. This not only results in hefty fines but also lengthy legal battles and additional corporate risk.
Average cost per organization due to poor data quality
Annual cost to US economy alone from poor data quality
Data elements analyzed to build our specialized AI models
Number of pre-integrated file types and database platforms
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