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Data Engineering
NZ B2B SaaS company
Multi-tenant data pipeline replacing a patchwork of Fivetran connectors and custom Airflow DAGs.
80%
ETL time reduction
99.9%
pipeline uptime
0
vendor lock-in
The problem
Engineering spent 40% of sprint time on data pipeline maintenance. Fivetran cost was $180K/yr. Custom DAGs broke weekly.
Our approach
Python + dbt + Airflow on AWS MWAA. Multi-tenant isolation at the PostgreSQL schema level. Alerting via PagerDuty. Full observability.
The outcome
$180K/yr Fivetran cost eliminated. Pipeline maintenance dropped to < 5% of sprint time. 99.9% uptime in 14 months of production.
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