Build an analytics application that helps purchasing teams understand how reliably suppliers meet their promised delivery times.
Allow users to import purchase orders, order dates, promised delivery dates, actual delivery dates, quantities, supplier identifiers, and optional delay reasons.
Create:
A supplier-level delivery performance report.
A distribution of delivery delays rather than only an average.
A detector for inconsistent or incomplete delivery records.
A comparison of promised and actual lead times.
A planning calculator for safety-stock scenarios using user-defined demand assumptions.
A supplier comparison that accounts for price, reliability, and order constraints.
A what-if simulator for late deliveries and demand spikes.
An evidence-linked supplier review report.
Do not infer supplier intent or assign blame based solely on late deliveries. Account for small sample sizes, incomplete records, and changes in ordering patterns. Clearly distinguish historical measurements from future estimates. Include sample purchase-order data and transparent formulas.
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