Data Engineering ServicesThat Put Your Data to Work.
Most companies are sitting on goldmines of data with no pipeline to turn it into decisions. We build the infrastructure to collect, clean, transform, and serve your data where you need it.
Sound Familiar?
Data problems are invisible until they're expensive. By the time the business notices, months of bad decisions have already been made.
Data Trapped in Silos
Sales in Salesforce, product data in Postgres, marketing in spreadsheets. No one can see the full picture.
No Single Source of Truth
Three teams pull the same metric and get three different numbers. Decisions stall while everyone argues about the data.
Manual Reporting
Someone spends 10 hours a week copying data into spreadsheets. That's not analysis - that's data entry with extra steps.
Inconsistent Data Quality
Nulls where there shouldn't be, duplicates in your customer table, timestamps in three different formats. The data can't be trusted.
Our Data Engineering Capabilities
From raw event data to boardroom dashboards. We handle the full data layer.
ETL and ELT Pipeline Design and Build
Reliable data pipelines that extract from any source, transform to your schema, and load where your team needs it.
Data Warehouse Setup
Snowflake, BigQuery, and Redshift setup with schema design, user management, cost controls, and query optimization.
Real-Time Streaming Pipelines
Kafka-based event streaming for use cases that can't wait for a nightly batch run - fraud detection, live dashboards, and triggers.
Data Quality and Monitoring
Automated checks on freshness, completeness, and consistency. Alerts before bad data reaches your dashboards or models.
Business Intelligence Dashboards
Looker and Metabase dashboards that give every team the metrics they own, without waiting for the data team.
Data Governance and Documentation
A data catalog, lineage tracking, and column-level documentation so anyone in the company can find and trust the data they need.
What We Build
Data infrastructure built around the decisions your business actually needs to make.
SaaS Product Analytics
- User event tracking and funnels
- Feature adoption and retention metrics
- Cohort and LTV analysis
- Real-time usage dashboards
Marketing Attribution Pipelines
- Multi-touch attribution modeling
- Ad spend consolidation across channels
- Campaign ROI reporting
- UTM tracking and hygiene
Financial Reporting Infrastructure
- Revenue recognition pipelines
- ARR and churn dashboards
- Investor reporting automation
- Audit-ready data lineage
Operational Dashboards
- Support ticket volume and SLA tracking
- Engineering incident metrics
- Supply chain and fulfillment KPIs
- Cross-functional OKR tracking
How We Build Your Data Stack
A methodical process that gets your team from "we can't trust this data" to "we run on this data."
Data Audit and Source Mapping
We inventory every data source, understand what questions the business needs to answer, and document what's missing or broken today.
Warehouse and Schema Design
We design the dimensional model or data vault schema that will support your reporting needs at scale without requiring constant rework.
Pipeline Build and Orchestration
ETL and ELT pipelines built in Airflow or native warehouse tooling, with dbt for transformation and full lineage tracking.
Data Quality Checks and Monitoring
Automated tests for freshness, completeness, and referential integrity. Slack alerts when something breaks before it becomes a crisis.
Dashboard Delivery and Handoff
Business-facing dashboards in Looker or Metabase, documentation of all models and metrics, and training so your team can self-serve.
Our Data Stack
Best-in-class tools that work together. We pick the right stack for your scale, not the most expensive one.
Relevant case studies
Real outcomes from teams we shipped this exact work for.
Staff Augmentation for HeartFlow
- 40% Faster Development
- 99.99% Uptime
- Zero Security Incidents
Cloud Platform Frontend for ML/Kubernetes
- 10x User Adoption
- 3x Faster Workflows
- 95% User Satisfaction
Voice Analytics Platform Engineering
- 40% Faster Development
- 2x Pipeline Throughput
- Zero Incidents
Ready to Turn Your Data Into Decisions?
Tell us about your data sources and what you're trying to measure. We'll scope a plan and get moving fast.