Customer Context Layer | Snowplow

Connect your preferred tools for advanced analytics and real-time AI agent decisioning, from data sources to ML and agentic frameworks.
Snowplow is the Customer Context Infrastructure that transforms raw behavioral data into real-time customer context for AI agents and advanced analytics.Data teams rely on Snowplow to collect and process event-level data in real time, delivering it to their warehouse, lake, or stream, without the engineering overhead of building data infrastructure. Product and engineering teams rely on it to power agentic AI systems, personalization, and fraud detection.
The quality of your customer context is your competitive advantage. Snowplow is the real-time customer context layer for your analytics, personalization engines, and AI agents.
Give your AI agents and copilots the digital user context they need to act intelligently. Snowplow delivers validated, real-time behavioral context directly into your agentic applications. No black boxes, no third-party dependencies.
Stream enriched digital user context and behavioral attributes to AI agents in real time
Integrate with LangChain, Bedrock, Vertex AI, Vercel, and more
Ground AI agent responses in high quality, governed customer data
Move beyond legacy digital analytics tools designed for a different era. Snowplow delivers validated, enriched event-level data in real time to your warehouse, lake, or stream, giving you the flexibility to compose any analytics use case without being locked into vendor schemas or black box modeling.
Define and track custom events with your own flexible, validated schemas
Stream digital user behavioral data to your data platform in real time, not batch windows
Distinguish AI agent behavior from human visitors so you can model and optimize for both
From gaming to retail, the world’s most advanced product and data teams trust Snowplow to build smarter systems with precise behavioral data — helping them ship faster, personalize deeper, and differentiate where it matters most.
Whether you're streaming events to AI agents, enriching customer context, or triggering real-time actions, our integrations give your team the flexibility to build what's next.
"Our previous digital analytics tool was very limited for us. We couldn't fetch the data easily; we couldn't send custom identifiers, and there were GDPR concerns. Most importantly, we couldn't integrate it with our other data sources to get a full picture of player behavior, from marketing websites to in-game actions."
"With richer data at our fingertips, we’re able to optimize marketing spend and drive higher ROI across our digital channels. It’s been a pivotal part of our analytics evolution, allowing us to better serve our customers and drive innovation across the business."
"Your data strategy is your AI strategy. You must organize data before extracting insights."‍
"We were previously using a mix of in-house and third-party tools that were expensive and difficult to use. We like Snowplow’s open and transparent approach that’s built on existing technologies we’re familiar with. And it helps us keep our data within our own walls instead of sending it to a vendor server."
"The concept is to consolidate on a select set of tools and have the best-of-breed tool for each piece of the puzzle. By choosing the best-of-breed tool for each component, we've created enough flexibility to build any use case we want, while also enabling more centralized data collection and data processing."
"At some point, you will reach a certain performance plateau in terms of what you can optimize if you have batch features... That's why we started looking into solutions that we can use that don't require us to rebuild the whole infrastructure for ourselves. Because we are aware that this is quite cumbersome. And it takes quite some engineering effort to get this into a production stable state."
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With Snowplow, you always know what data is collected, where it's stored, and how it's used. Customize, audit, and govern every event to meet your privacy requirements.
From success stories and architecture deep dives to live events and AI trends — explore resources to help you design smarter data products and stay ahead of what’s next.
Bridging the AI Agent Intelligence Gap: A Guide for Teams Building on Google Cloud
Why AI Agents Need Real-Time Customer Context Infrastructure
How to Build and Ship Real-Time Recommendation Systems Faster
The Real-Time Product Personalization Guide: Building Intelligent Customer Experiences
Building Customer 360 Profiles with Snowplow
Snowplow delivers the highest quality, real-time customer context wherever you need it, without the engineering overhead of building and maintaining that layer yourself.