Enterprise-Grade Real-Time Analytics,Without The Extra Stack
Deliver sub-second query performance for live dashboards, user-facing applications, and AI agents — at massive concurrency, on fresh data — without managing separate serving systems, caches, or pipelines at a great price-for-performance.*
* 40% lower cost than the equivalent Gen1 warehouse size per hour

Simplify analytics on a single trusted platform
Fewer systems to manage means fewer pipelines to maintain. Run batch, streaming and real-time serving analytics on a single governed platform.
Gain on-demand insights at any scale
Power your most time-critical decisions with reliable, near real-time data — even at peak demand across users.
Lower costs with fewer warehouses
Optimize cost efficiency and manage infrastructure spend with interactive warehouses that are optimized for high-concurrency, latency-sensitive workloads.
What's New in
Interactive Analytics
Powering Real-Time Analytics for
APIs, Apps and AI Agents
AI agents, real-time applications, embedded experiences and modern BI are reshaping what “analytics” means inside the enterprise. Today’s workloads aren’t just dashboards queried by humans; they’re APIs powering applications, agents making decisions in real time and interactive experiences serving both people and machines.
Overview
Fast answers for every user, human or AI
Use Case
Customer-facing applications
Run highly selective queries at massive scale, on live data, with sub-second latency.
Real-time APIs and application backends
Serve low-latency analytical queries directly in production applications.
Embedded analytics
Deliver fast, secure dashboards to thousands of customers on live data.
Autonomous AI agents
Handle peak concurrency with zero queueing or cold starts.
Use Case
Internal business analytics
Give every internal user immediate access to live data. No queues. No delays.
Real-time dashboards
Thousands of concurrent users getting fast, reliable query performance.
Finance and risk analytics
Low-latency queries during market-critical moments.
Observability and monitoring
High-frequency queries powering alerts and automation.
Leaders Choose
Snowflake
See how organizations across use Interactive Analytics to be more efficient, innovative and successful

