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Solution showcase Forecasting & Prediction

Inventory Health Dashboard

Shows stock health, slow movers and reorder suggestions by warehouse.

FMCG & Retail · Supply Chain

Illustrative example build, not a client case study.

The challenge

Some products run out while others sit in the warehouse for months, tying up cash.

Technology

  • Microsoft Power BI
  • Python
  • ERP / Excel
  • Power Automate
How it works
  1. 1

    Connect stock data

    Stock levels, sales and purchase orders are refreshed daily.

  2. 2

    Classify the stock

    Items are classified as healthy, slow-moving, excess or at risk of stock-out.

  3. 3

    Suggest reorders

    Reorder quantities are suggested from forecast demand and lead times.

  4. 4

    Act on slow movers

    Slow and excess items are listed for promotions or transfers.

Designed to deliver

  • Fewer stock-outs
  • Less cash tied up in stock
  • Clear daily priorities for planners

Telecom & Technology · Sales & Marketing

Churn prediction & retention

A churn model identifies at-risk customers and triggers retention offers and outreach.

Banking & Financial Services · Finance

Collections risk prediction

A model scores accounts by likelihood of late payment so teams prioritize outreach.

Manufacturing & Industrial · Supply Chain

Demand & inventory forecasting

Machine learning forecasts by product and region feed the planning workbook and Power BI.

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