Tutorials & How-to

Map the supply chain IT portfolio before adding another AI application

How to choose supply chain software when every vendor has an AI story

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

Activate Joule in SAP IBP Without Confusing Conversational Access with Planning Authority

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

How to Compare Forecast Models Before Selecting One in AWS Supply Chain

How to Validate an AI Demand Forecast Before Planners Use It

How to validate an AI inventory use case before buying software

A decision-first protocol for turning broad AI interest into one measurable inventory workflow.

Build an AI-assisted demand forecast in IBM Planning Analytics

Supply Chain Outlier Detection 101: Build a simple demand-sensing review team with AI agents

Experiment: Build a Supply Chain as a Service company with OpenOPC

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

A production-oriented tutorial for designing, validating and controlling an agent that reads SAP planning data, calculates replenishment needs and creates purchase requisitions through narrowly scoped tools.

Build and Govern a Production-Ready AI Agent with Amazon Bedrock AgentCore

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

A practical evaluation framework for vendor claims, tool use and decision governance

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

Create a single controlled register for assumptions, decisions and approved plan versions

Run a One-Week Planning Master-Data Audit

Identify the parameters creating the greatest planning risk before a system or AI project

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Define what planning agents may read, recommend, modify and execute

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

A controlled workflow for AI-assisted forecast adjustments with planner approval

Build a governed Claude Managed Agent for Supply Chain workflows

From Open-Source Multi-Agent Control Tower to Governed Supply Chain Decision App

Dataleo analysis of Vishal Vishwakarma’s supply chain root-cause architecture and the governance risks to address before production use

Build a Governed AI Control Tower for Logistics Questions

A practical prototype pattern for shipment visibility, text-to-SQL and human-in-the-loop logistics decisions

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures