Winfield Technologies Inc. — the Ground Truth method
Before you spend a dollar on AI, look at the odds the industry is already living.
of manufacturers are betting on AI and automation to survive the labor shortage.
Rockwell — State of Smart Manufacturing, 2025
of those bets never reach production.
IDC / Lenovo — CIO Playbook, 2025
make it to the floor. We make sure yours is one of them.
The Ground Truth Assessment
We help industrial leaders find out what AI and automation can actually do — before they spend the money to find out the hard way.
Built on the real thing
§ 01 — The Method
Verify. Blueprint.
Oversee.
Ground Truth is a method, not a pitch. It starts by finding out what is true on your floor — then helps you act on the answer and keep it honest.
Verify
We come walk your line and find out what is real — what the technology actually does under your conditions, not the demo's. This is The Ground Truth Assessment.
Blueprint
A plain-language plan for what actually works: what to buy, what to skip, what to build, and in what order — scoped to your line, not a vendor's catalog.
Oversee
Ongoing advisory as you execute — quarterly on-site, monthly on call — so the thing you were sold keeps matching the thing on the floor.
§ 02 — What we do
One ladder. It starts with the truth.
§ 03 — Who we serve
Regulated manufacturers.
The failure modes are specific. So is the work. Each vertical maps its own pains to the ladder.
§ 04 — Why us
The only one paid to be right.
Your integrator is paid to sell the system. Your vendor is paid to ship the box. We are the only one in the room paid to tell you whether it will actually work — because we have stood on the line and been the one holding the bag when it did not.
Tell me what is stuck.
A first conversation is a conversation, not a pitch. Describe the line, the claim you were sold, or the decision you are trying to get right — and we will figure out whether there is a real problem worth solving.