Data Access
What is Data Access?

Data access is the lifeblood of AI, enabling models to learn, improve, and deliver accurate insights through the effective retrieval, processing, and utilization of relevant information.

Woman accessing data on a laptop.
  • Why does AI need direct access to data?
  • Why can data access be complex for AI teams?
  • Why does AI need access to hybrid data sources?
  • What is a data access gateway?
  • HPE and Data Access
Why does AI need direct access to data?

Why does AI need direct access to data?

AI needs direct access to diverse data sources for several reasons: 

  • Foundation for Learning: AI models learn from data. Without access to relevant and quality data, they cannot develop accurate and useful insights.
  • Model Performance: The quality and quantity of data directly impact the performance of an AI model. More data often leads to better results.
  • Decision Making: AI systems use data to make informed decisions, whether it's recommending products, diagnosing diseases, or driving autonomous vehicles.
  • Innovation: Access to diverse and rich datasets can fuel innovation and the development of new AI applications.

Data solutions

Make the complexities of data management a thing of the past.

Related topics

Artificial Intelligence

Data fabric

Data security