Success Story
Multi-environment data platform on EKS, Karpenter and Airflow (MWAA) for HAMS
HAMS is a German BPM and data-analytics (ML & Big Data) company. Over a recurring three-year relationship, Craftech operated a complex data platform on AWS and GCP, with pipeline orchestration and per-client isolation.
Challenge
HAMS needed a scalable, multi-environment data platform with data/ML pipeline orchestration, compute efficiency and isolation for each of its clients.
Solution
Craftech operated an EKS-based architecture with Karpenter for efficient node autoscaling, MWAA/Airflow for pipeline orchestration, Lambda and CI/CD with CircleCI, and observability with Grafana, in a multi-environment scheme segmented per client and spanning AWS and GCP.
Results
HAMS had a scalable, multi-client data platform on Amazon EKS, Karpenter and Airflow for three years, with efficient autoscaling, orchestrated pipelines and per-client isolation.
Stack & technologies
