Modern Data Stack Starter Sprint
$12,000 – $15,000 An enterprise-grade AWS data lakehouse foundation, built and handed over in a fixed two-week sprint.
- Terraform IaC foundation: modular S3 buckets (raw/staging/analytics), IAM roles, security groups
- Redshift/Athena schema design, table partitioning, dist/sort key strategy
- dbt core transformation layers with automated data quality tests
- Airflow/Step Functions orchestration with failure alerts and retry logic
What that price covers Two weeks. One or two source systems, up to 20 dbt models, batch loading into a single environment.
What changes it
- Each source system past the second, especially anything without a documented schema
- Model count past 20, where the transformation layer stops being a starter foundation
- Streaming or near-real-time ingestion instead of scheduled batch loads
- Separate dev/staging/prod environments, and formal data governance or column-level lineage
Analytics & Dashboarding Sprint
$8,000 We turn your data into insights: role-based dashboards and automated reporting your team actually opens, built on top of the warehouse you already have.
- dbt semantic/metrics layer on your existing warehouse: one source of truth for every dashboard
- Amazon QuickSight or Grafana dashboard suite: role-based views for execs, ops, and engineering
- Automated refresh pipelines with KPI-threshold alerting to Slack/email
- Full handover: dashboards, queries, and refresh jobs, no vendor lock-in
What that price covers Two weeks, on a warehouse you already run. Up to three dashboards covering roughly 15 defined metrics.
What changes it
- Dashboards past three, or metrics that aren't yet agreed across teams, where defining them is its own work
- No existing warehouse, which makes this the Data Stack Sprint above instead
- Row-level security, so each customer or region sees only their own slice
- Analytics embedded into a product your own customers log into
Enterprise AWS Infrastructure Migration
$18,000 – $25,000 Get off legacy on-prem, bare-metal, or unmanaged EC2 infrastructure for good: a complete, production-hardened AWS migration with zero-downtime cutover.
- Week 1: full infrastructure audit and risk-scored migration blueprint
- Week 2: Terraform foundation covering VPC, ECS Fargate, RDS Multi-AZ, ALB, WAF
- Week 3: containerized service migration, blue/green deploy, zero-downtime DB migration via AWS DMS
- Week 4: CloudWatch dashboard, SNS alerting, runbook, live team handover
What that price covers Four weeks. Up to five services and one database, into a single AWS account in one region.
What changes it
- Each additional service or database beyond the five-plus-one baseline
- Multi-region or active-active failover instead of a single-region deployment
- Databases past roughly 1TB, or a cutover window measured in minutes rather than hours
- HIPAA, PCI, or SOC 2 controls that have to be evidenced as part of the build
- Applications that need refactoring before they can be containerized at all
