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 Generatedmanufacturing_aiInsight

Virtual CNC: Uninterrupted Production, Precise Programming, and Error Prevention

Jul 11, 2026

Adversarial AI Pipeline

Key Takeaway

To prevent production interruption and costly errors in flexible CNC programming, leveraging virtual CNC tools like Run My Virtual Machine or SinuTrain for offline program verification is critical. This approach ensures precise, conflict-free operations by allowing meticulous management of user variables, including Local (LUD) and Global (GUD) data, avoiding the downtime of on-machine testing.

Our Take— Mike Sanders, Founder

“We see that preventing production interruptions through offline verification directly impacts OEE, avoiding potential downtime costs that can exceed $10,000 per hour in manufacturing.”

Virtual CNC: Uninterrupted Production, Precise Programming, and Error Prevention

From the Source

"È buona norma utilizzare un CNC virtuale per la creazione e soprattutto per la verifica di programmi CNC flessibili. In questo modo non si interrompe la produzione in corso."

— SINUMERIK live #16.2 - La programmazione flessibile

Key Takeaways

01Utilize virtual CNC tools like 'Run My Virtual Machine' or 'SinuTrain' for offline program creation and verification to prevent production interruptions.
02Implement meticulous variable management, distinguishing between Local User Data (LUD) and Global User Data (GUD), and mitigating conflicts with R-parameters for robust CNC programming.
03Define precise data types (Integer, Real, String) and set variable limits to ensure program accuracy and prevent operational errors.
04Sinumerik integer variables offer a range of approximately plus and minus 2 billion, providing ample scope for counters and numerical operations.