Redpanda Agentic Data Plane vs. Riff Comparison


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About Redpanda is an enterprise data streaming platform designed to make AI agents safe, governed, and effective across all organizational data. Its Agentic Data Plane connects agents to data sources across cloud, on-prem, and hybrid environments without creating risk or chaos. Redpanda unifies live data streams and historical data into a single, queryable layer. Built-in governance ensures every agent action is authorized, logged, and auditable. The platform enables agents to retrieve exactly the data they need with full context. Redpanda records and replays all agent activity for transparency and debugging. It helps enterprises move from experimental AI to production-ready agentic systems.	About Business-ready vibe coding‌‍‍‍‌‍‌‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍‍‍‍‍‍‍‌‌‍‌‌‍‍‌‍‍‌‌‌‌‍‌‍‍‌‍‍‌‌‍‍‍‍‍‍‌‍‍‌‍‌‍‌‌‌‍‌‍‍‍‍‍‍‍‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‍‌‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‌‌‌‍‌‌‍‍‌‌‌‍‌‍‌‌‍‌‍‌‌‍‌‌‌‌‌‍‌‍‌‌‌‌‍‌‌‌‍‍‌‌‌‍‌‌‌‌‍‍‌‌‍‌‍‍‍‌‍‍‌‌‍‌‌‌‍‌‌‍‌‍‌‌‍‌‍‌‍‌‍‌‍‌‌‍‌‍‌‍‌‌‍‌‍‌‌‌‍‍‌‍‌‌‍‍‌‍‍‌‍‍‍‌‌‍‌‌‌‍‌‌‍‌‌‍‌‌‌‍‌‌‍‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‍‌‌‍‍‌‍‌‌‌‍‌‍‌‍‌‌‍‍‌‌‍‍‌‍‌‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‌‍‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‌‍‌‌‌‌‍‍‌‌‌‌‍‍‌‌‌‌‍‌‍‌‌‌‍‍‌‍‌‌‌‍‌‌‌‌‌‌‌‍‌‍‌‍‌‌‍‌‌‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‌‍‍‌‌‍‌‌‌‍‌‌‍‌‍‌‌‍‌‍‌‍‌‍‌‍‌‌‍‌‍‌‍‌‌‍‌‍‌‌‌‍‍‌‍‌‌‍‍‌‍‍‌‍‍‍‌‌‍‌‌‌‍‌‌‍‌‌‍‌‌‌‍‌‌‍‌‌‌‍‌‍‌‍‍‌‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‍‌‌‍‍‌‍‌‌‌‍‌‍‌‍‌‌‍‍‌‌‍‍‌‍‌‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‌‍‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‌‌‍‌‌‌‌‍‍‌‌‌‌‍‍‌‌‌‌‍‌‍‌‌‍‍‌‌ - Riff is the only fully-integrated vibe coding platform. Build production-ready apps and agents connected to your data and tech stack in minutes.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Redpanda is ideal for enterprise data leaders, platform engineers, and AI architects who need a secure, high-performance foundation for deploying governed AI agents across real-time and historical data systems	Audience Developers and businesses wanting a solution to build their SaaS products and launch their their apps
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing $49 per month Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Redpanda Data Founded: 2019 United States www.redpanda.com/agentic-data-plane	Company Information Riff Founded: 2021 Norway riff.new
Alternatives Teradata Enterprise AgentStack Teradata	Alternatives Windsurf Editor Windsurf
Acceldata	Bolt.new StackBlitz
Alation	Lovable
CLAIRE Informatica	Google AI Studio Google
Contextual AI View All	VibeFlow View All
Categories Agentic Data Management AI Agent Builders	Categories AI Agent Builders AI App Generators Vibe Coding

Integrations Agent2Agent (A2A) Apache Flink Claude Cohere Databricks Data Intelligence Platform Elastic Cloud Firebase GPT-4 GitHub Google Cloud BigQuery Google Cloud Platform Looker Microsoft Azure Model Context Protocol (MCP) PostgreSQL Python RabbitMQ React Snowflake Stripe Show More Integrations View All 20 Integrations	Integrations Agent2Agent (A2A) Apache Flink Claude Cohere Databricks Data Intelligence Platform Elastic Cloud Firebase GPT-4 GitHub Google Cloud BigQuery Google Cloud Platform Looker Microsoft Azure Model Context Protocol (MCP) PostgreSQL Python RabbitMQ React Snowflake Stripe Show More Integrations View All 11 Integrations
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