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 GeneratedOPS & AUTOMATIONInsight

RFID Adds Real-Time Visibility for 10M Daily Recipients

Jul 6, 2026

Adversarial AI Pipeline

Key Takeaway

UPS delivers elevated package visibility to 10 million daily recipients and 1.6 million shippers by embedding RFID chips in standard-sized labels—adding real-time milestones like trailer geofence events without changing how customers consume tracking data. Shippers adopt RFID-enabled printers, but UPS also applies tags internally for non-RFID packages, ensuring universal coverage while improving customer service and communication.

Our Take— Mike Sanders, Founder

“We see this as a textbook example of augmenting legacy data streams to boost customer experience with minimal process rework—each added milestone reduces inbound 'Where is my order?' calls, which cost 3PLs $8–$15 per inquiry.”

RFID Adds Real-Time Visibility for 10M Daily Recipients

From the Source

"Every day I'm now giving them extended or elevated visibility. And I've got on any given day 10 million recipients that's going on with that."

— RFID Delivers Real-Time Package Intelligence for UPS

Key Takeaways

0110 million recipients gain elevated visibility daily
021.6 million pickup customers enabled via RFID labels
03New milestones like geofence events integrated into existing tracking systems
04Shippers use RFID-enabled printers but no change to data consumption workflows
05UPS applies RFID tags internally for packages not tagged at origin