Question 1

What does Industrial Engineer AI do?

Accepted Answer

We combine industrial engineering with the technology to put it to work. We analyze how the work gets done, find what is costing time, capacity, quality, or margin, build the software, integrations, and automation that fix it, use AI where it helps, and support what we put in place.

Question 2

What kinds of businesses do you work with?

Accepted Answer

Any business where work moves through people, processes, and systems: manufacturing, distribution and logistics, field and service operations, and back-office teams. The problems are similar across them: manual work, rework, limited capacity, and information spread across disconnected systems.

Question 3

Do we need to replace our current systems?

Accepted Answer

Usually not. We work with the systems you already use where that makes sense, such as your ERP, WMS, TMS, MES, and spreadsheets, and build around them rather than starting with a replacement program.

Question 4

Is AI part of every solution?

Accepted Answer

No. Some problems are best solved with a process change, a better standard, or a simple integration. We use AI when it is the practical way to solve the problem.

Question 5

Can we start small without creating more technology debt?

Accepted Answer

Yes. Start with one operating priority, not an organization-wide rollout. Scope it with the people responsible for the process, systems, data, and investment. Before implementation, define how the change fits your existing systems, who owns and maintains it, the costs and dependencies, and how it can be reversed. Expand only when the evidence and your approvals support it. A smaller start limits the scope; it does not remove the need for the right stakeholders.

Question 6

How do engagements and pricing work?

Accepted Answer

Work starts with understanding the problem, then a written scope. Project pricing and payment milestones are defined in the written agreement before work begins. Fractional Engineering is the long-term process and system build: the level of IE.ai involvement grows with the depth of development, implementation, integration, and operating controls required. It starts at $4,500 per month.

Question 7

What is Fractional Engineering?

Accepted Answer

Fractional Engineering is a long-term IE.ai partnership for building the process and system around an operating need. Your team brings the operating knowledge; we bring the industrial engineering, software development, systems integration, automation, implementation, and controls. The engagement grows with the full-system development required and maintains a savings and improvement backlog as the system expands. Work cadence, development capacity, and third-party costs are defined in the agreement; larger system builds are scoped separately.

Question 8

How does the 3× value guarantee work?

Accepted Answer

For qualifying custom builds, we guarantee a verified return equal to at least 3× our monthly investment—or your money back. Before work begins, the baseline, eligible value, evidence, and measurement method are agreed in the signed project agreement. The commitment applies only to that written method and the individual custom project, not to every IE.ai product or service.

Question 9

Do you guarantee results?

Accepted Answer

Qualifying custom builds include the 3× verified-value or money-back commitment defined in the signed agreement. It is not a blanket guarantee for every product or service. We agree the baseline, eligible value, evidence, and measurement method before work begins.