Orphaned records—entries without a matching reference—can disrupt data accuracy and mislead insights. They often occur due to data entry errors, system migrations, or a lack of referential integrity. At KPDI Analytics, we help businesses prevent orphaned records through data validation, referential integrity solutions, and seamless system integration, ensuring your data models are accurate and insights reliable.
We are a dedicated data consultancy focused on transforming complex datasets into clear, actionable insights that empower businesses to make informed decisions. With deep expertise in data modelling, SQL, and leading business intelligence tools like Tableau and Power BI, we bring clarity to your data. Our tailored solutions enable clients to visualise performance, streamline operations, and gain a competitive edge through data-driven strategies. Led by a seasoned data expert, we are committed to delivering high-impact insights and results that drive business success.
