Agentic Control Plane

Move at AI Speed Keep Data Engineering Under Control

WhaleStudio Agentic Control Plane enables AI agents like Codex and Claude Code to safely build, run and govern enterprise data workflows.

Apache DolphinScheduler

Apache SeaTunnel

Make your data engineering AI-callable, human-reviewable and enterprise-governed.

DataAgent Build

Build data Ingestion/ETL/Workflows with AI, not by hand.

Connect Data Sources
Build Sync Pipelines
Generate SQL Workflows
Convert Snowflake SQL
Auto-Generate DAGs & Mappings
Generate Job Configs
Run on SeaTunnel & DolphinScheduler

DataAgent Control

Keep AI-generated data workflows safe, governed, and reversible.

RBAC & Access Control
Project Isolation
Data Source Policies
Production Protection
Human Approval
Version Control
Automatic Rollback
Failure Recovery

DataAgent Observe

Make every AI action visible, explainable, and recoverable.

DAG Execution Status
Task Instances
Log Analysis
Data Sync Progress
SQL Execution Tracking
Downstream Impact Analysis
Agent Execution Trace
Human Review History

Enable self-healing systems

Enable self-healing data workflows.

Task Instance Analysis
Error Explanation
Repair Suggestions
Automatic Fix Application
Failed Node Retry
Downstream Impact Analysis
Recovery & Audit Logs
Agent Execution Trace
Retry or Rollback Recommendations

OUR SOLUTIONS

One platform for end-to-end data workflows with AI agent

WhaleStudio unifies orchestration, integration, governance, and operations so teams can launch reliable data products with less tool sprawl.

Growth-ready data foundation

WhaleStudio Platform

Unify orchestration, integration, and governance so teams ship reliable data products faster with less operational overhead.

Faster LaunchesLower Ops LoadEnterprise Scale

Explore WhaleStudio

Launch Faster

Standardize workflow design and delivery so new data products reach production with less coordination overhead.

Connect More Sources

Bring databases, warehouses, lakes, and streaming systems into one operating model with broader connector coverage.

All-in-One

Replace fragmented tooling with one platform for orchestration, integration, governance, and operational control.

Shorten Time to Value

Turn new reporting, AI, and operational requests into production-ready workflows faster.

Automate Operations

Reduce manual intervention with centralized scheduling, monitoring, alerting, and SLA management.

Scale with Confidence

Add lineage, auditability, and operational discipline as teams, data volume, and compliance needs grow.

Built for Real-World Data & AI Challenges

AI/ML Pipeline Orchestration

Coordinated complex ML pipelines across data preparation, training, and deployment workflows. Enabled reliable, end-to-end scheduling and integration for AI/ML operations at scale.

TRUSTED BY DATA-DRIVEN COMPANIES

See WhaleStudio in Action

Platform Intro

WhaleOps Overview

A quick introduction to WhaleOps and its DataOps platform capabilities.

Walkthrough

Product Walkthrough

See key WhaleOps workflows and product experiences in action.

Demo

Platform Demo

Watch how WhaleOps supports orchestration and integration at scale.

Choose the Right Product for Your Needs

From end-to-end data and AI pipelines to specialized scheduling and data integration, each product offers a different level of capability, deployment model, and flexibility.

WhaleScheduler + WhaleTunnel, Fully Integrated

WhaleStudio

All-in-one platform for scheduling and data integration, with built-in lineage and resource isolation.

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Data Orchestration

WhaleScheduler

Master complex, large-scale data workflows with a high-performance, low-code scheduling engine built for finance, telco, and MLOps.

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Apache
DolphinScheduler

Data Integration

WhaleTunnel

Achieve instant data flow and value via a high-speed, stable integration tool supporting 290+ connectors for all CDC and real-time synchronization needs.

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