Real results from real data projects

See how we've helped businesses transform messy data into reliable decision-making systems.

E-commerce & DTC

E-commerce Attribution Pipeline

A growing DTC brand was losing visibility into which marketing channels were actually driving sales. Attribution was manual, inconsistent, and always 2-3 weeks behind.

80%
Reporting time reduced
in 3 weeks

Key Outcomes

  • Real-time attribution dashboard across all channels
  • Automated daily reporting to marketing team
  • Cost per acquisition tracking by channel and campaign

Stack

AirbytedbtSnowflakeLooker
Professional Services

Utilization & Margin Analytics

A consulting firm had no clear view of project profitability or staff utilization. Billing was reactive, and resource allocation was guesswork.

22%
Utilization improvement
in 2 months

Key Outcomes

  • Real-time utilization tracking by role and project
  • Project profitability dashboards with margin analysis
  • Predictive resource allocation models

Stack

PostgreSQLdbtMetabasePython
Healthcare & Wellness

HIPAA-Aware Reporting System

A regional healthcare provider needed compliant reporting without compromising patient privacy. Manual compliance reports took weeks to compile.

60%
Compliance reporting time saved
in 4 weeks

Key Outcomes

  • De-identified data warehouse for analytics
  • Automated compliance reporting dashboards
  • Secure access controls with audit trails

Stack

AWSdbtPower BITerraform
Local & Regional SMB

POS & CRM Consolidation

A multi-location retailer was managing 5 different spreadsheets to understand daily sales and customer trends. Data entry errors were common.

5 hrs
Weekly time saved on reporting
in 2 weeks

Key Outcomes

  • Unified POS and CRM data in single dashboard
  • Automated daily sales reports by location
  • Customer segmentation and retention tracking

Stack

AirbyteBigQueryLooker StudioPython
SaaS & Technology

Churn Prediction & Retention System

A B2B SaaS company was experiencing 18% monthly churn but had no data system to identify at-risk customers before they cancelled. Customer success teams were reactive, not proactive.

35%
Churn reduction
in 3 months

Key Outcomes

  • Predictive churn model with 85% accuracy
  • Real-time customer health score dashboard
  • Automated alerts for at-risk accounts

Stack

Pythonscikit-learnPostgreSQLMetabase
Manufacturing & Distribution

Supply Chain & Inventory Optimization

A manufacturing company was struggling with stockouts and overstock simultaneously. Inventory decisions were based on gut feeling, leading to $200K+ tied up in excess inventory.

$180K
Inventory costs reduced annually
in 6 weeks

Key Outcomes

  • Demand forecasting model with seasonal adjustments
  • Real-time inventory tracking across 3 warehouses
  • Automated reorder point calculations

Stack

PythonPostgreSQLdbtLookerExcel Integration

Ready for your own success story?

Let's discuss how we can solve your specific data challenges with a proven, pragmatic approach.