By Dr Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System TL;DR: Compliance leadership is the method for getting your people to follow your system, your policies and procedures, and keep following them. It isn't what most people mean by...
Articles
Dear Lisa … your commanding AI … Claude
I asked Claude to write me an honest letter. What it said about commanding AI vs. using it explains why job shop scheduling approaches fail to compound.
Theory of Constraints Manufacturing: Why You Couldn’t Use It
By Dr Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System Originally published March 6, 2026 | Updated September 2026 Dr Lisa has been named a "Manufacturing Champion" by Newsweek and featured in USA Today, CNBC, and Yahoo Finance for...
The Lean Job Shop Lie
By Dr Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System Lean manufacturing in job shops refers to applying lean principles - waste elimination, flow, pull systems, and continuous improvement - in custom manufacturing environments where...
Goldratt Was Wrong About Simplification
By Dr. Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System Process simplification in job shops refers to reducing operational complexity - routing steps, setups, WIP, and decision points - to make flow more predictable and throughput...
How to Leverage AI in Manufacturing Job Shops
By Dr Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System Originally published February 2, 2026 | Updated September 2026 AI in manufacturing job shops refers to applying artificial intelligence tools and techniques to scheduling,...
Critical Systemic Judgment: The New AI Bottleneck in Manufacturing
By Dr Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System Originally published February 1, 2026 | Updated August 2026 Critical Systemic Judgment (CSJ) is the capability that determines which problems are worth solving, how they are...
Dashboards are dead
Your dashboard just showed you that Job #4721 was not profitable, running 40% over budget. Last week. Your customer already paid the invoice. Your margin is already gone. Sound familiar? Here's what's really happening: You're using rear-view mirrors to drive forward....
AI does not spread new rules. It cements old ones.
My partner Brad won a Lifetime Achievement Award¹ from TOCICO for his breakthrough pricing approach. Yet despite recognition from Theory of Constraints experts, it still isn't mainstream. His thought: If ChatGPT and other LLMs started serving my approach as the...
Scheduling Modules Abandoned
By Dr. Lisa Lang, TOCICO Certified Expert and developer of the Velocity Scheduling System Published: September 14, 2025 | Updated: October 31, 2026 TL;DR: Scheduling modules abandoned by job shops share one cause. ERP scheduling runs on requirements-planning logic...