Automic Automation vs Dagster

Automic Automation is a workload orchestration platform for hybrid environments spanning mainframes, cloud-native systems, and microservices. It provides centralized control, self-service workflows, dependencies, event triggers, and cross-platform execution. SLA features track critical paths, forecast bottlenecks, and monitor workflow risks. Agentic AI Jobs can perform dynamic remediation or data routing within Automic object definitions. The platform supports a Bring Your Own Model architecture and works as both a Model Context Protocol client and server for external large language models. Broadcom’s Automation Marketplace lists hundreds of pre-built plugins and connectors, including ServiceNow, Oracle, SAP, Google Cloud, and AWS. SAP integrations cover BTP, BOBI, DI, and IBP, with SAP Integration & Certification Center certifications. Deployment options are on-premises, cloud-native Kubernetes containers, or managed Automic SaaS. SaaS provides on-premises feature parity, automatic updates, and no infrastructure to manage. Role-based access control, encryption, and audit trails are described. Pricing is on request; AI Edition licensing is by node count.

Dagster is a data-aware orchestrator for building, running and monitoring data pipelines and assets. It models assets and dependencies to show lineage across a data platform, while supporting partitions, incremental runs, declarative workflows and fault-tolerant orchestration. An integrated catalog combines data discovery, lineage, workflows and operational metadata. Quality features include code-embedded validation, automated testing, freshness checks and observability tools. The integration directory lists Airbyte, Anthropic, Apache Airflow, AWS services and Azure Data Lake Storage. Dagster+ hybrid deployment keeps compute in a customer’s infrastructure while Dagster manages the control plane. The core framework is open source on GitHub. Platforms listed are API, Linux, self-hosted and web; deployment is hybrid. A 30-day trial is listed. Solo costs $10 a month plus usage charges, and Starter costs $100 a month plus usage charges. Dagster’s website says it is now part of Prefect.