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The Right Data Foundation for Real AI Impact

Artificial intelligence is expanding at an unprecedented pace, but only organizations with the right data foundation are positioned to capture its full value. According to analysis of Statista data, the global AI market reached roughly $184 billion in 2024 and is...

Fair Data and Why It’s Essential for Reliable AI

Artificial intelligence promises speed, scale, and smarter decision-making – but even the most advanced algorithms can fail when the data behind them introduces bias. Bias doesn’t always appear in obvious ways. It can seep into AI systems through historical...

Messy Data vs. AI-Ready Data

Artificial intelligence promises speed, precision, and automation – but those outcomes depend on one critical factor: data quality. No matter how sophisticated the model, messy, inconsistent, or outdated data can derail performance before training even begins. ...

Clean Data Means Better AI Outcomes

Artificial intelligence is only as powerful as the data that fuels it. In fact, a recent study from Vanson Bourne and Fivetran shows that poor data quality leads to roughly $406 million in losses every year. No matter how advanced an algorithm may be, messy or...