Supply & Demand Planning • Supply Chain Analytics • Forecasting Models

Forecasting and planning analytics for supply chains and operations.

We build data-driven forecasting and analytics workflows that support supply & demand planning, inventory and capacity planning, and supply chain scheduling. Deliverables are practical, measurable, and easy to maintain.

Demand Forecasting & Scenario Planning

Time-series forecasting, seasonality and promotions, and scenario analysis with transparent backtesting.

Inventory & Capacity Planning Analytics

Insights and models for stock targets, service levels, and capacity constraints to support planning decisions.

Supply Chain Scheduling Support

Analytics for scheduling and allocation (e.g., production/fulfillment plans) aligned with operational constraints.

What we deliver

Clear artifacts you can use
  • Forecast model + evaluation report (MAE/MAPE, rolling backtests)
  • Planning metrics and KPI definitions (inventory, capacity, lead-time signals)
  • Reproducible pipeline in PythonS / SQL with documentation
Operationally grounded approach
  • Start with a baseline fast, then iterate
  • Transparent assumptions and constraints (service level, capacity, lead times)
  • Handoff designed for long-term maintainability

How we work

1

Discovery

Goals, data sources, constraints, and success metrics.

2

Prototype

Baseline forecasting + quick diagnostics to validate direction.

3

Iterate

Refinement, feature engineering, robustness checks, and reporting.

4

Deliver

Report, code/pipeline, and optional dashboard handoff.

About

Cosmos Data Consulting is a small, focused practice delivering analytics and predictive modeling for operations planning. We combine statistical modeling and machine learning with pragmatic implementation in Python and SQL.

Contact

Send a short note with your planning goal and what data you have (e.g., sales history, inventory snapshots, lead times, capacity constraints). We typically respond within 1–2 business days.

Email: karenhua0107@gmail.com