The missing data link in enterprise AI: Why agents need streaming context, not just better prompts

Redpanda acquired Oxla to give agents standard SQL endpoints for querying data in motion or at rest. The platform emphasizes MCP-aware connectivity, full observability of agent interactions and agentic access control with fine-grained, short-lived tokens.

October 29, 2025
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Learn how enterprises like and others across key industries use Redpanda to unlock performance, resilience, and cost savings.

Explore Redpanda solutions—from financial services and telecommunications to real-time analytics and event-driven architectures. Discover how Redpanda can help you build faster, more resilient, and cost-efficient streaming pipelines for your specific challenges.

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Adtech & Martech
Adtech & Martech
Redpanda for Adtech & Martech

Unify audience data, power real-time bidding, and personalize at scale with Redpanda's fast, developer-friendly data streaming platform.

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Finance
Finance
Redpanda for Financial Services

Stream real-time market data, power fraud detection, and drive low-latency trading with Redpanda's high-performance data streaming platform.

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Use Case
Streaming Iceberg Tables

Combine Apache Iceberg™ and Redpanda for instant analytics on streaming data. Simplify ETL and integrate with your favorite BI tools.

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Use Case
Snowflake Ingestion

Move data into Snowflake instantly using Redpanda Connect. Enjoy no-code setup, low latency, and reliable delivery with Snowpipe Streaming.

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Use Case
Streaming Data Lakehouse

Build real-time cloud security solutions with Redpanda’s high-performance, Kafka-compatible platform for instant threat detection, analysis, and scalability.

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