# How to safely deploy agentic AI in the enterprise

DevFeed: [How to safely deploy agentic AI in the enterprise](<https://devfeed.tech/articles/how-to-safely-deploy-agentic-ai-in-the-enterprise-12692.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/deploy-agentic-ai-safely-enterprise>)

Author: Kristin Crosier

Published: 2026-02-10T00:00:00Z

Content type: article

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [Data Infrastructure](<https://devfeed.tech/topics/data-infrastructure.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Model Context Protocol (MCP)](<https://devfeed.tech/topics/model-context-protocol-mcp.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [data-infrastructure](<https://devfeed.tech/tags/data-infrastructure.md>), [deploying-agentic-ai](<https://devfeed.tech/tags/deploying-agentic-ai.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [platforms](<https://devfeed.tech/tags/platforms.md>), [safety](<https://devfeed.tech/tags/safety.md>), [streaming](<https://devfeed.tech/tags/streaming.md>)

## AI overview

The article explains why enterprises are struggling to deploy agentic AI safely within private networks and with private data. It presents streaming platforms as a way to address infrastructure, data movement, reliability, and scaling challenges, drawing parallels between agents and streaming systems.

## Source excerpt

The enterprise agentic AI market is struggling. Companies are still trying to figure out how to run agentic systems safely in their private networks. Here's how data streaming platforms can help.