---
title: Physical AI Whitepaper
---

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- Ground truth: Why physical AI plays by different rules

[Download your copy](https://hub.dexory.com/physical-ai-whitepaper#lcf-form)

# Ground truth: Why physical AI plays by different rules

No warehouse floor has ever been fully digitised, and the systems meant to track it can't keep pace with how fast it actually changes. 

For warehouse managers and operational leaders, this is the blind spot problem. Systems of record like the WMS or ERP describe what *should* be true, not what's actually sitting on a shelf, how many times a pallet has quietly moved, or whether an aisle is blocked right now.

Closing that gap, continuously and at scale, is the **true** **purpose of physical AI**.

What's inside the whitepaper

- Real-world examples of what Dexory customers found once they had ground truth, including stock written off as lost and hidden capacity in "full" sites
- How ground truth actually gets used once you have it
- Why physical AI plays by different rules than the software AI most teams already know, and why humanoid robots aren't the missing piece yet
- A practical readiness checklist for what to get right before starting a physical AI project

 

## Download your copy

![Physical AI graphic](https://hub.dexory.com/hubfs/Physical%20AI%20graphic.png)

#### What you'll learnby reading the white paper

- Why ground truth is replacing the annual stock take. The paper lays out how warehouses are moving from a picture that's refreshed once a year to one that's continuously updated to match how fast the floor actually changes, and what that shift looks like in practice. 
- The true cost of not knowing what's actually on your warehouse floor. Real customer cases inside include roughly $1.5M in stock quietly written off as "lost," and sites reporting full capacity on paper that actually had ~10% of their space recoverable once mapped accurately. 
- Why more visibility isn't the same as more value, and how the right approach turns thousands of data points into a handful of actions worth acting on each day.

## What people are saying about Dexory

- “
  
  > Having DexoryView scanning every location from the moment we opened meant we had visibility built in, not bolted on.”
  
  Sam Goodger Head of Warehousing at FLX Logistics ![Customer logos--FLX-1](https://hub.dexory.com/hubfs/Customer%20logos--FLX-1.svg)
- “
  
  > Dexory enables us to improve inventory accuracy and traceability while reducing manual effort. It also gives us up-to-date data that supports consistent decision-making and stronger operational control across our sites.”
  
  Ruud Timmermans CEO at Seacon Logistics ![Customer logos--Seacon.](https://hub.dexory.com/hubfs/Customer%20logos--Seacon..svg)
- “
  
  > With DexoryView, we’ve moved from reactive firefighting to proactive planning. We now see exactly what’s in the warehouse and where it is, without delays, guesswork or manual rework.”
  
  Senior Supply Chain Manager, Stellantis ![Customer logos--Stellantis](https://hub.dexory.com/hubfs/Customer%20logos--Stellantis.svg)

## Curious about DexoryView?

We'll show you how DexoryView delivers results in your warehouse operations.

[Book a demo](https://www.dexory.com/en-us/book-a-demo)

#### Let's talk it over

The alliance between people and tech is the future. And for logistics, the future starts here.

Talk to us today to learn more about how Dexory can help your logistics run seamlessly.

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This company has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement number 849938