05 / Services
Data & ETL
Scripts, ETL pipelines, and data pipelines that hold up. From one-shot data jobs to production warehouses with monitoring.
- Source mapping and schema design
- ETL / reverse-ETL pipelines (Python, dbt, Airbyte)
- Warehouse setup (BigQuery / Snowflake / Postgres)
- Data validation, schema-drift alerts, and SLAs
- Dashboards and reporting on top of the warehouse
- Documentation and ownership handover
One-shot jobs (scrape, migrate, enrich) from $3,000. Production ETL with warehouse, schema validation, and SLAs from $12,000+ — vs the $50,000+ industry benchmark for custom ETL in 2026, because AI-assisted scripting handles the bulk of the boilerplate.
AI-native pricing: we use Claude Code, Cursor, and related tooling on every project, which keeps prices roughly 30–50% under traditional agency benchmarks (Clutch, SaaS dev reports, 2026). Industry benchmarks are aggregated 2026 ranges from agency surveys and pricing guides. Final price depends on scope, integrations, and compliance — we lock the number before we start.
Scraper / one-shot job
Pull data from one source, normalise, deliver as CSV / Postgres.
Our price
From $2,000
Industry benchmark
$3,000–$8,000
Scraper / one-shot job
Pull data from one source, normalise, deliver as CSV / Postgres.
From $2,000
$3,000–$8,000
Migration script
Move data between systems with schema mapping and validation.
Our price
From $4,000
Industry benchmark
$5,000–$15,000
Migration script
Move data between systems with schema mapping and validation.
From $4,000
$5,000–$15,000
Reporting / dbt setup
BigQuery / Snowflake setup, dbt models, weekly dashboards.
Our price
From $8,000
Industry benchmark
$15,000–$40,000
Reporting / dbt setup
BigQuery / Snowflake setup, dbt models, weekly dashboards.
From $8,000
$15,000–$40,000
Production ETL pipeline
Incremental syncs, schema enforcement, retries, alerts.
Our price
From $15,000
Industry benchmark
$20,000–$50,000
Production ETL pipeline
Incremental syncs, schema enforcement, retries, alerts.
From $15,000
$20,000–$50,000
Multi-source warehouse
5+ sources, full dbt models, monitoring, runbooks.
Our price
From $30,000
Industry benchmark
$50,000–$150,000
Multi-source warehouse
5+ sources, full dbt models, monitoring, runbooks.
From $30,000
$50,000–$150,000
Full data platform with SLA
Production-grade, on-call, schema-drift alerts, audit logs.
Our price
From $50,000
Industry benchmark
$100,000+
Full data platform with SLA
Production-grade, on-call, schema-drift alerts, audit logs.
From $50,000
$100,000+
Web platforms