Enterprise-Grade Features

Everything you need to build production-ready pipelines

From real-time streaming to enterprise security, DataForge provides all the tools modern data teams need to move data reliably at scale.

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Core Features

Enterprise-grade capabilities designed for modern data teams

Real-Time Streaming

Process millions of events per second with sub-millisecond latency. Built on Apache Kafka and Flink.

200+ Integrations

Connect to any data source or destination. Pre-built connectors for databases, APIs, and SaaS platforms.

SQL & Python Transforms

Transform data using familiar SQL or Python. Full IDE support with autocomplete and debugging.

Observability & Monitoring

Real-time dashboards, alerting, and lineage tracking. Know exactly what's happening with your data.

Enterprise Security

SOC 2 Type II, GDPR compliant. End-to-end encryption, RBAC, and audit logs included.

Auto-Scaling & Reliability

Automatically scales with your data volume. 99.99% uptime SLA with automatic failover.

Real-Time Processing

Stream data with millisecond latency

Built on battle-tested Apache Kafka and Flink, DataForge processes millions of events per second with sub-millisecond latency.

Event-Time Processing

Handle late-arriving data and out-of-order events automatically
Windowing & Aggregations

Tumbling, sliding, and session windows with complex aggregations
Stateful Processing

Maintain state across billions of keys with fault tolerance

streaming_pipeline.sql

SELECT
  TUMBLE_START(event_time, INTERVAL '1' MINUTE) as window_start,
  user_id,
  COUNT(*) as event_count,
  AVG(revenue) as avg_revenue
FROM events
GROUP BY
  TUMBLE(event_time, INTERVAL '1' MINUTE),
  user_id
HAVING COUNT(*) > 100

Processing 1.2M events/sec

Data Observability

Full visibility into your pipelines

Real-time monitoring, alerting, and data lineage tracking. Know exactly what's happening with your data at all times.

Data Lineage

Track data from source to destination with column-level lineage
Anomaly Detection

ML-powered detection of data quality issues and pipeline failures
Custom Alerts

Slack, PagerDuty, email alerts with customizable thresholds

Pipeline Health

Healthy

99.9%

Uptime

1.2M

Events/sec

45ms

Latency

Data Quality Score 98.7%

Enterprise Security

Built for compliance & security

SOC 2 Type II certified with GDPR, HIPAA, and CCPA compliance

End-to-End Encryption

AES-256 encryption at rest and TLS 1.3 in transit

Role-Based Access

Granular permissions and SSO integration

Audit Logs

Complete audit trail of all data access

Compliance

SOC 2, GDPR, HIPAA, CCPA certified

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