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Agentic AI Needs an Omnimodal Data Platform

Blog post from TileDB

Post Details
Company
Date Published
Author
Stavros Papadopoulos
Word Count
1,857
Company Posts That Month
4
Language
English
Hacker News Points
-
Post removed?
No
Summary

AI agents are transforming organizational data interaction, yet the fragmented data infrastructure many companies face makes implementing scalable and secure agentic AI challenging. Traditional data management is insufficient for agentic AI, which requires an omnimodal data platform to unify diverse data types and modalities, including AI agents themselves. TileDB Carrara offers a solution by treating all data and agents as modalities within a unified system, simplifying authentication, access control, and data cataloging while ensuring compliance and security. This approach allows developers to focus on building agent logic rather than managing infrastructure, enabling multi-agentic AI to access and analyze varied data sources seamlessly. The future of AI lies in embracing omnimodal intelligence, which moves beyond smarter models to ensure a robust data foundation, allowing organizations to fully leverage AI's capabilities and lead in the AI revolution.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
AI Agents 31 3,474 677 184 +12%
LLM 13 5,556 752 184 +14%
AI Model Fine-tuning 2 558 140 61 -27%
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