State
Inventory and agreement
How different systems represent physical inventory, and what happens when those records disagree.

The book
How Engineering Thinking and AI Are Rebuilding the Way the World Moves Goods
By Sachidananda Singh
A book for engineering leaders working with physical operations, and operations leaders working with software. It examines inventory consistency, message passing, reconciliation and the role of AI in operational decisions.
State
How different systems represent physical inventory, and what happens when those records disagree.
Communication
How information travels between organizations and software, and how failures propagate.
Reliability
How engineering patterns can help operations detect discrepancies and recover from failures.
Applied AI
Why reliable inputs and operational controls matter when AI participates in supply chain decisions.
Use the retailer listing for current format availability and pricing.
Explore the messaging and reconciliation themes through two original companion guides.
The Amazon listing provides the available preview. For a correction, please include the edition, chapter or page, and a description of the issue. Contact me through LinkedIn.
Related engineering articles are collected on the writing page.
A runnable companion example comparing duplicate delivery, delayed events and snapshot recovery using Python, SQLite and synthetic data.