Case Studies
A look at the kind of engagements we take on across our three focus areas — and the outcomes we aim for with every partner.
Production Data Pipeline
Challenge
Production data was scattered across machine logs and manual spreadsheet exports, making reporting slow and error-prone.
Approach
Built an automated ingestion pipeline consolidating machine and ERP data into a single, scheduled data flow with quality checks.
Outcome
Manual data handling was replaced with automated, repeatable pipelines, freeing up staff time and improving data reliability.
Demand & Route Performance Dashboard
Challenge
Operations teams lacked timely visibility into demand patterns and route efficiency, relying on delayed monthly reports.
Approach
Designed a self-service BI dashboard connected directly to operational data sources, with role-based views for different teams.
Outcome
Teams gained same-day visibility into key metrics, enabling faster operational decisions.
Custom Internal Workflow Tool
Challenge
A growing team was managing core workflows through a patchwork of spreadsheets, causing versioning issues and errors.
Approach
Designed and built a custom internal web application to model the team's actual workflow, with proper access control and audit history.
Outcome
Replaced spreadsheet-based processes with a maintainable application built to scale with the team.
Sensor Data Integration & Reporting
Challenge
Equipment sensor data was being collected but never systematically analyzed, leaving optimization opportunities untouched.
Approach
Built a pipeline to ingest and structure sensor data, paired with a reporting layer to surface trends and anomalies.
Outcome
Sensor data became a usable, queryable asset instead of an unused stream, forming the basis for ongoing analysis.