What does Industrial Engineer AI do?

Industrial Engineer AI (IE.ai) is a tool-agnostic AI integrator that builds custom AI systems for manufacturing, logistics, warehousing, and operations teams. We connect your WMS, ERP, TMS, and shop floor data into a unified intelligence layer, eliminate waste, and stop defects before they reach your P&L. Founded by Mike Sanders, a principal industrial engineer with 21+ years of floor experience.

Mike Sanders is the founder and principal industrial engineer at Industrial Engineer AI. He holds a B.S. in Industrial Engineering from the University of Dayton and has 21+ years of operations experience at DP World and Sunland Logistics, engineering $2M+ in annual savings across 4M+ sq. ft. of warehouse operations. He is a certified AI instructor for the Institute of Industrial and Systems Engineers (IISE).

HATZ is IE.ai's private AI platform for any professional or team. It provides access to 100+ AI models in a dedicated private workspace, no-code agents, workflow automation, and native integrations. Plans start from $15/month for individuals (Student) and $50/user/month for teams. Personal onboarding is included within 48 hours of signup.

TURBO is IE.ai's operations intelligence layer that connects your WMS, ERP, TMS, and shop floor data into a single operational brain. It delivers live dashboards, at-risk order alerts, constraint-based scheduling, and auto inventory reconciliation. Builds start from $7,500 with ongoing support from $1,000/month.

How long does an IE.ai deployment take?

IE.ai deploys in weeks, not months. The first integration starts from $7,500 and is deployed on a fixed fee. Additional system integrations are $2,500 each. We do not do year-long builds — we solve problems fast and stay until it works.

What industries does Industrial Engineer AI serve?

Industrial Engineer AI serves manufacturing, 3PL and warehousing, distribution, food and beverage, healthcare, automotive, retail and e-commerce, construction, pharma and life sciences, energy and utilities, and property management. We build custom AI systems for any operation.

Does Industrial Engineer AI work with SAP, Oracle, or NetSuite?

Yes. Industrial Engineer AI integrates with SAP, Oracle, Manhattan Associates, Blue Yonder, NetSuite, Infor, Microsoft Business Central, Dynamics 365, Salesforce, QuickBooks, Epicor, HighJump, and Fishbowl, among others. We are tool-agnostic and build the integration layer on top of your existing systems.

What is the DMEDI framework?

DMEDI stands for Define, Measure, Explore, Develop, Implement — a Six Sigma-derived design methodology used by Industrial Engineer AI to structure every AI deployment. It ensures each AI use case is grounded in measurable operational data before any code is written.

What is a fractional industrial engineer?

A fractional industrial engineer is a senior IE professional embedded in your operation on a part-time or project basis, delivering VP-level engineering expertise without the full-time cost. Industrial Engineer AI offers fractional engineering services that include process analysis, AI system design, and hands-on implementation.

AI GeneratedFINANCE & CFOInsight

The Korean Stock Market Rollercoaster: A Systems Perspective

Jul 20, 2026

Adversarial AI Pipeline

Key Takeaway

South Korea's Cosby index swung from +112% YTD to a 25% crash in months, triggering 37 trading halts this year vs 3 in all of 2024 — despite Samsung's operating profit jumping 756% and SK Hynix's 405% on real AI memory demand. The gap? Retail 'ants' now drive 50% of volume (vs 20% in the US) while professional institutions have shrunk to just 18%, decoupling price signals from the operational fundamentals supply chain leaders rely on for forecasting.

Our Take— Mike Sanders, Founder

“We see this as a classic signal-to-noise problem: if you're forecasting HBM memory demand off Cosby price action, you're reading a market where 50% of the volume has no P&L discipline — strip the noise and forecast off Samsung and SK Hynix's actual 198% revenue growth instead.”

The Korean Stock Market Rollercoaster: A Systems Perspective

From the Source

"The companies at the center of the Korean surge are highly profitable world-class industrial giants... their earnings are real."

— The World's Best Stock Market Is Also Crashing!

Key Takeaways

01Cosby volatility triggered 37 trading halts YTD vs 3 in all of 2024 — a 12x jump
02Samsung operating profit +756% YoY, SK Hynix +405% — the industrial fundamentals are real
03Retail 'ants' = 50% of Korean volume vs 20% US; institutions just 18% of trading
04Foreign capital pulled $95B out; retail poured $80B in, catching the falling knife
05Two firms (Samsung + SK Hynix) dominate the index — concentration risk on top of retail froth