Supply Chain Analytics and Data Engineering
The plumbing that keeps the models honest.
- Typical duration
- 4 to 12 weeks
- Deliverables
- 5 core artifacts
Overview
Every analysis on this site depends on data that is complete, current, and defined the same way twice. That is usually the hardest part of the engagement and the part that determines whether the work survives past the final presentation.
We build the pipelines, metric definitions, and dashboards that turn scattered ERP, WMS, TMS, and carrier extracts into a supply chain data layer your analysts can query without three weeks of preparation first.
What you get out of it
- A single reconciled source for supply chain metrics
- Automated pipelines replacing recurring manual extracts
- Metric definitions agreed once and applied consistently
- Dashboards built around decisions rather than available fields
Capabilities
What the work actually involves.
Data pipeline development
Ingestion and transformation from ERP, WMS, TMS, EDI, and carrier feeds into a modeled warehouse, with tests and monitoring rather than a scheduled script and hope.
Metric layer and definitions
On time in full, fill rate, cost to serve, and inventory turns defined once, documented, and implemented consistently, so two reports stop disagreeing about the same month.
Decision dashboards
Operational and executive views built around specific recurring decisions, with the drill path someone actually follows when a number looks wrong.
Model productionization
Moving forecasting and optimization models out of notebooks into scheduled, monitored, versioned services with a rollback path.
Data quality monitoring
Automated checks on master data, lead times, and transaction completeness, with alerting that reaches an owner rather than a shared mailbox.
Questions
Things people ask first.
- Can you work inside our existing stack?
- Yes, and we prefer to. We build in the warehouse, orchestration, and BI tools you already run, because introducing a new platform mid engagement adds a migration to a project that did not ask for one.
- Who maintains this after the engagement?
- Your team, with documentation and a handover period built into the plan. If you would rather we hold it for a while, we offer a bounded support arrangement with a defined exit.
Next step
Have a analytics question?
Send the decision you are facing. A first conversation is a working session, and it usually clarifies scope more than a proposal would.