# Experts Share the 5 Pillars Transforming Data & AI in 2024

DevFeed: [Experts Share the 5 Pillars Transforming Data & AI in 2024](<https://devfeed.tech/articles/experts-share-the-5-pillars-transforming-data-ai-in-2024-83029.md>)

Original publisher: [Read original article](<https://montecarlo.ai/blog-experts-share-the-5-pillars-transforming-data-ai-in-2024>)

Author: Sara Gates

Published: 2024-01-23T15:01:37Z

Content type: article

Language: en

Sources: [Monte Carlo](<https://devfeed.tech/sources/monte-carlo.md>)

Topics: [AI Integration Strategies](<https://devfeed.tech/topics/ai-integration-strategies.md>), [AI for customer service automation](<https://devfeed.tech/topics/ai-for-customer-service-automation.md>), [Data Management](<https://devfeed.tech/topics/data-management.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [data](<https://devfeed.tech/tags/data.md>), [data-reliability](<https://devfeed.tech/tags/data-reliability.md>), [data-teams](<https://devfeed.tech/tags/data-teams.md>)

## AI overview

Industry experts outline five predictions for data and AI in 2024: generative AI will boost engineering and data science productivity; retrieval augmented generation can ground enterprise AI responses in relevant data; inconsistent metric definitions complicate retrieval; trust depends on gradual adoption and transparent, reliable data; and teams can build on AI integrations in existing tools. They emphasize high-quality data and metadata as foundations for trustworthy AI applications.

## Source excerpt

In 2024, data teams are at a tipping point: jump onto the AI train or risk being left behind. But what does success look like? We brought the experts together to find out.