Technology Partner

From source to VeloDB, on every schedule you need.

WhaleOps brings enterprise-grade workflow orchestration around Apache DolphinScheduler. Paired with VeloDB, every batch and streaming pipeline — ingestion, transformation, model training — runs on a reliable schedule and lands clean, query-ready data in your warehouse.

Talk to us →Visit WhaleOps ↗

// About WhaleOps

What WhaleOps does

WhaleOps is the team behind Apache DolphinScheduler, a visual workflow scheduler used by enterprises for data pipelines, ML jobs, and operational automation. They deliver hardened, supported distributions plus operational tooling for production deployments.

CategoryWorkflow orchestration

Built onApache DolphinScheduler

Best forBatch + streaming pipelines

IntegrationNative VeloDB tasks

// Better Together

Why VeloDB + WhaleOps

Visual pipelines, code-first when needed

Drag-and-drop DAGs for the common case, full SQL and shell hooks when you need them — all writing into VeloDB.

Reliable scheduling at scale

WhaleOps handles dependencies, retries, timeouts, and SLAs so the data lands in VeloDB on time, every time.

Observability built in

Run history, lineage, and alerts come out of the box. Spot a failed load before downstream queries hit empty tables.

Open and extensible

Built on Apache DolphinScheduler, so you keep portability and an open ecosystem of tasks and integrations.

// Use Cases

What you can build

Batch ELT into VeloDB

Schedule extract, load, and transform jobs across sources; land curated tables in VeloDB on a predictable cadence.

Streaming + batch hybrid

Coordinate streaming ingest with periodic batch reconciliation so VeloDB always reflects an authoritative state.

ML and analytics jobs

Drive feature pipelines, model training, and report generation — all reading from and writing to VeloDB.

// Reference Architecture

How the data flows

SOURCES

Apps · DBs · files

Raw operational data

ORCHESTRATE

WhaleOps

Schedule, run, monitor

WAREHOUSE

VeloDB

Curated SQL surface

CONSUMERS

Apps · ML · BI

Dashboards · models · reports

Ready to get started?

Tell us about your stack and use case. Our team will help you stand up VeloDB with WhaleOps for your environment.