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

Sinumerik Operate: Automated Threading for Cost-Effective Precision and Speed

Jul 12, 2026

Adversarial AI Pipeline

Key Takeaway

Sinumerik Operate automates thread milling and tapping, delivering cost-effective, high-flexibility threading by eliminating manual calculations for preliminary holes, such as 30.5mm for an M32 x 1.5 thread. This systems design, including combined tapping that requires no pre-hole, ensures a fast and reliable process, directly improving operational efficiency and reducing error potential in thread creation.

Our Take— Mike Sanders, Founder

“We see that automating critical calculations and combining process steps, like eliminating a pre-hole, directly impacts the P&L by reducing cycle time and preventing costly rework. This is how we build systems that deliver tangible operational intelligence.”

Sinumerik Operate: Automated Threading for Cost-Effective Precision and Speed

From the Source

"The user-friendly screens combined with a realistic, production-suitable simulation ensure the user creates a fast and reliable process for creating threads with Sinumerik Operate."

— SINUMERIK live #10 - Fresatura di filetti

Key Takeaways

01Thread milling is 'extremely effective in terms of costs' within Sinumerik Operate.
02Achieves 'maximum flexibility' for various thread types and sizes (e.g., M32 x 1.5, M12 x 1.75).
03Automates complex calculations, like the 30.5mm preliminary hole for an M32 x 1.5 thread, reducing manual error.
04Combined tapping cycle 'eliminates the need for a pre-hole,' streamlining the process.
05User-friendly screens and realistic simulation ensure a 'fast and reliable process' for thread creation.