ETL / ELT Pipeline Architecture
Data flow design, orchestration, and monitoring with Apache Hop, Airflow, dbt, and modern pipeline tools. Reliable data delivery.
Concrete Deliverables
- Source-to-target data flow map
- Apache Hop, Airflow, or dbt pipeline design
- Error handling, rerun, and lineage strategy
- Pipeline monitoring, alerting, and maintenance runbooks
Typical Timeline
Discovery
Week 1Goals, current state, risks, and success criteria are clarified.
Architecture
1-2 weeksTechnical approach, tool choices, scope, and delivery plan are prepared.
Implementation
2-8 weeksSprint-based build, demo, testing, and improvement cycles are executed.
Handover
1 weekProduction rollout, documentation, and team knowledge transfer are completed.
Engagement Model
- Fixed-price project for clearly scoped work
- Monthly retainer for ongoing improvement and consulting
- Embedded mentoring or CTO-as-a-Service model with your team
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Let's Discuss Your Project
The initial assessment meeting is free. Let's evaluate your technical needs together.