This talk will cover the adoption journey (Technical Challenges & Team Organization) of Apache Airflow (1.8 to 2.0) at Societe Generale. Time line of events: POC with v1.8 to convince our management. Shared infrastructure with v1.10.2. Multiple Infrastructure with v1.10.12. On demand service offer with v2.0 (Challenges & REX)