The External Data Dependency
The report reveals that nearly 90% of businesses nOW rely on external data providers to train and evaluate their models. This widespread dependence on third-party data sources introduces additional complexities in ensuring data quality and consistency across different providers and sources.
The Growing Data Management Challenge
The 10% year-over-year increase in data-related bottlenecks represents a significant obstacle to AI implementation. These bottlenecks manifest in various ways: