Solutions
From AI agent infrastructure to CDC pipelines and industry-specific analytics, RisingWave provides SQL-based streaming solutions that ship in days, not months.
RisingWave is a PostgreSQL-compatible streaming database that handles real-time ingestion, incremental computation, and serving in a single system. Teams use it to power AI agent infrastructure, streaming ETL, change data capture pipelines, and industry-specific analytics -- all written in standard SQL.
AI & Machine Learning
Serve fresh, consistent data to AI agents with sub-second latency via materialized views.
Build a streaming context layer that keeps LLM prompts grounded in live operational data.
Pre-compute query results so AI agents read instantly without expensive ad-hoc joins.
Keep retrieval-augmented generation indexes current with continuously updated embeddings.
Connect Model Context Protocol tools to a streaming database for always-fresh agent context.
Compute and serve ML features in real time without batch lag or feature-serving infrastructure.
Data Infrastructure
A PostgreSQL-compatible database purpose-built for continuous stream processing.
Replace batch ETL with continuous SQL pipelines that keep downstream tables always fresh.
Ingest change data capture streams and materialize them into queryable views in real time.
Maintain always-up-to-date materialized views without full recomputation on every change.
Guarantee exactly-once semantics end to end without manual idempotency logic.
Run long-lived SQL queries that emit results incrementally as new data arrives.
Industries
Fraud detection, risk scoring, and trade surveillance with sub-second streaming analytics.
Monitor sensor data, detect anomalies, and trigger alerts on the factory floor in real time.
Track shipments, optimize routes, and surface delivery ETAs with live operational data.
Balance grid demand, forecast generation, and monitor infrastructure with streaming analytics.
Power real-time recommendations, inventory sync, and dynamic pricing for online retail.
Aggregate impressions, optimize bidding, and detect ad fraud with millisecond-fresh data.
RisingWave replaces complex streaming stacks with a single SQL-based system. No JVM tuning, no state backend management, no separate serving layer. Teams go from idea to production in days using the PostgreSQL skills they already have, at a fraction of the infrastructure cost of Flink or Spark Streaming.