2026 Data Observability Data Quality 
IBM Journey to AI blog
SEPTEMBER 2, 2024
Data engineers often missed subtle signs such as frequent, unexplained data spikes, gradual performance degradation or inconsistent data quality. Better data observability unveils the bigger picture. Until recently, there were few dedicated data observability tools available.
IBM Journey to AI blog
JULY 3, 2024
By 2026, over 80% of enterprises will deploy AI APIs or generative AI applications. AI models and the data on which they’re trained and fine-tuned can elevate applications from generic to impactful, offering tangible value to customers and businesses. Effective data quality management is crucial to mitigating these risks.
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