Learning Resources & Reusable Templates

Templates & Toolkits —
Reusable Resources for Your Career.

Frameworks, Excel models, Python notebooks, and AI prompt libraries you keep and reuse long after training ends. Built for practitioners who want to apply what they learned — on the job, from day one.

Community — Free
Selected starter templates — download directly
SCAI Learner — Included with Training
Full library · All templates · Yours to keep after the course
Corporate Training
Custom templates + onboarding included with team training programs

Supply Chain Learner Toolkit

Demand Forecasting Model

Excel + Python. SES, Holt-Winters, MAPE tracking.

Included with SCAI Program

Safety Stock Calculator

EOQ, ROP, dual-variability safety stock formula.

Included with SCAI Program

S&OP Process Template

5-step cycle structure, decision log, consensus tracker.

Included with SCAI Program

Network Design Scenario Model

DC location trade-off analysis, cost modelling.

Included with SCAI Program

ABC-XYZ Segmentation Tool

Pareto analysis + demand variability classification.

Available to community members

SC KPI Dashboard

OTIF, inventory turns, C2C cycle. Excel + Power BI.

Available to community members

Optimization Career Toolkit

Facility Location Optimizer

Python / PuLP MILP model. Center-of-gravity + binary LP.

Included with SCAI Program

Multi-Echelon Inventory Optimizer

Echelon safety stock with risk pooling calculations.

Included with SCAI Program

Production Scheduling Model

Finite capacity LP, sequence optimization, OEE tracking.

Included with SCAI Program

Route Optimization Starter

OR-Tools vehicle routing template with constraints.

Available to community members

AI & Analytics Learner Toolkit

AI Prompt Library for SC Analysts

100+ structured prompts for supply chain analysis and S&OP.

Included with SCAI Program

RAG Pipeline Template

Domain knowledge base setup for Claude / OpenAI APIs.

Included with SCAI Program

Agentic Workflow Blueprint

Multi-step agent design pattern for SC decision support.

Included with SCAI Program

Data Quality Assessment

Checklist for ML-readiness of supply chain datasets.

Available to community members

Problem-Solving & Communication Toolkit

Issue Tree Templates

MECE-structured breakdowns for SC, commercial, and ops problems.

Included with SCAI Program

Hypothesis-Driven Analysis

Structured framework for analytics-to-recommendation flow.

Included with SCAI Program

Stakeholder Communication Template

Executive summary format, storyboard, and slide structure.

Available to community members

SC Diagnostic Framework

End-to-end supply chain assessment with scoring rubric.

Available to community members

Get the Full Toolkit with Training

SCAI Program learners receive the entire template library — yours to keep and reuse throughout your career.