3NF is typically sufficient for most business applications, balancing reduced redundancy and data integrity. It structures data so non-key attributes depend only on the primary key, promoting consistency. Exceptions like BCNF or strategic denormalisation can be considered for complex reporting or performance needs. At KPDI Analytics, we craft data models that align with your unique business objectives for optimal outcomes.
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.
