Cost Optimization

Data That Moves Faster—At a Lower Price.

Data That Moves Faster
—At a Lower Price.

Shift left from inefficient and expensive batch jobs to streaming to dramatically lower compute costs while delivering fresher insights instantly.

Legacy Batch Pipelines Are Costing You

Modern data platforms like Snowflake and Databricks weren’t designed for high-frequency, always-on workloads. Batch pipelines reprocess entire datasets—even when only a few rows change—leading to lag, bloated compute bills, and stale data.

DeltaStream solves this by shifting workloads from batch to streaming. It processes only the data that changes, in the moment it arrives, using familiar SQL. No orchestration tools, no complex glue code, no wasted cycles.

DeltaStream Fusion

Stream Processing Meets Cost Efficiency in One Platform

Stream Processing Meets
Cost Efficiency in One Platform

DeltaStream Fusion is a unified analytics platform that simplifies the fundamental shift from batch to stream. You can ingest data from Kafka or CDC tools, transform it in real time using SQL, and continuously update downstream tables or materialized views in Snowflake or Databricks.

Fusion automatically chooses the most efficient engine—Flink, Spark, or ClickHouse—for each workload. Everything runs serverlessly, so you only pay for what you process.

The DeltaStream Impact

Cut Compute Costs by 50%+

Shift from full refreshes to incremental updates and eliminate warehouse waste.
Accelerate Time-to-Insight

Deliver insights in seconds by removing batch delays and enabling real-time access.
Simplify Your Stack

Seamlessly send enriched, ready-to-Replace brittle orchestration with declarative, SQL-based streaming pipelines.
Integrate Seamlessly

Plug into your existing data infrastructure to minimize DataOps costs — no replatforming needed.