Intermediate 15 min read2026-07-28
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.
How-to
Tutorials & How-to
Practical, field-tested guides for building governed AI decision systems.
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Advanced 90 min read2026-06-26
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.
Intermediate 60 min read2026-06-22
Test Whether a Supply Chain AI Agent Is Real or Agent-Washed
A practical evaluation framework for vendor claims, tool use and decision governance
Beginner 45 min read2026-06-22
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
Intermediate 300 min read2026-06-22
Run a One-Week Planning Master-Data Audit
Identify the parameters creating the greatest planning risk before a system or AI project
Intermediate 45 min read2026-06-22
Create a Decision and Permission Matrix for Supply Chain Planning Agents
Define what planning agents may read, recommend, modify and execute
Intermediate 60 min read2026-06-22
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
Intermediate 45 min read2026-06-17
Build a governed Claude Managed Agent for Supply Chain workflows
Advanced 50 min read2026-06-04
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
Intermediate 45 min read2026-06-01
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
