What We Do
From firefighting to foundations
Most data teams are stuck in a cycle: reactive requests, manual processes, and tools that solve imaginary problems. We break that cycle in four stages - each one building real capability your team keeps.
Four stages to data maturity
Each stage builds on the previous one, creating compounding value. We do not start with tools - we start with clarity about what problems you are solving and for whom.
Detailed service areas
Strategy
Fractional Head of Data. We figure out where you are, define where you need to go, and ship a roadmap your team can actually execute.
- Data maturity assessment
- Architecture & technology roadmap
- Build vs. buy analysis
- Team structure and hiring recommendations
Platform Enablement
Cloud infrastructure, data lakes, compute orchestration, and CI/CD pipelines. The operational backbone your data team builds on every day.
- Cloud infrastructure design & build
- Data lake / lakehouse architecture
- Compute orchestration (Airflow, Dagster)
- CI/CD and infrastructure as code - deploy changes in minutes, not weeks
Data Enablement
Create data, metrics, and reports for decision-making. Generate the metadata needed for AI enablement.
- Business metrics & KPI mapping - tie every number to a business process and source system
- Data modeling & warehouse design - trusted datasets your team relies on for decisions
- ELT/ETL pipeline development - automated, monitored, and self-healing
- Semantic layer & metrics definitions - one source of truth for every metric that matters
AI Enablement
Business process mapping, data AI agents for insights and analysis, and business AI agents that act on your data.
- Business process mapping and automation
- Data AI agents for insights and monitoring
- Business AI agents for decision-making
- Production deployment and monitoring
Expanding capabilities
Staff Augmentation
Embed senior data engineers directly into your team for high-velocity delivery periods. Our people work within your processes, tools, and culture.
Training & Enablement
Structured training programs for data engineering, analytics engineering, and platform operations. Workshops, paired programming, and documentation.
You do not need to boil the ocean.
Most clients come to us overwhelmed by the gap between where they are and where they want to be. A 30-minute discovery call helps us find the one thing that makes the biggest difference first.