Understanding the symbiotic relationship between data and AI Jeanne-Louise Viljoen, Data Engineer at PBT Group Building effective artificial intelligence (AI) models requires more than sophisticated algorithms. It demands a deep understanding of the data powering those models. Despite the best planning and development, an AI model can underperform or even

The right skills for an effective AI team Jeanne-Louise Viljoen, Data Engineer at PBT Group In my previous article, I discussed the importance of using data specialists in artificial intelligence (AI) projects. The technology on its own means very little when it operates in isolation. Data specialists play a crucial

The role of AI tools to support data quality Petrus Keyter, Data Governance Consultant at PBT Group Over the past 12 months, artificial intelligence (AI) tools have emerged as a game changer when it comes to data quality. These play an important role in supporting data quality by automating, enhancing,

The importance of data specialists in AI projects Jeanne-Louise Viljoen, Data Engineer at PBT Group Artificial intelligence (AI) is one of the most rapidly evolving technologies to arrive in the market in recent years. However, the technology on its own means very little when it operates in isolation from anything

Part 2: System owners are key in data analytics projects Nathi Dube, Director, PBT Innovation at PBT Group In my previous blog, I discussed the critical role source system owners play in data analytics projects. They are essential in the data value chain, ensuring that data is effectively managed and

The role of AI in data democratisation MJ Scholtz, Data Engineer at PBT Group Data democratisation has become an important trend this year as organisations integrate artificial intelligence (AI) into their data lifecycle. I have seen how AI and data democratisation are transforming how companies access and use their data.