# One studio, four inputs.

> Hardware, software, mobile and web apps, AI and AI automations and growth from one studio: what each practice covers and where products fail between them.

Page: https://www.whitehatdesignstudio.com/services/
Published by: WhiteHat Design Studio
Last updated: 7 November 2026

Hardware, software, AI and growth, designed as one system. Six practices behind four inputs, each wired to the rest.

[Talk to an engineer](https://www.whitehatdesignstudio.com/contact/) [See the work](https://www.whitehatdesignstudio.com/work/)

Output Y = **1**

Y, the result: a product working in the market.

## Six practices.

[Input A

### Hardware

Machines that survive the real world.](https://www.whitehatdesignstudio.com/services/hardware/)

[Input B

### Software

Software that runs the operation.](https://www.whitehatdesignstudio.com/services/software/)

[Input B

### Mobile and web applications

The apps your team and your customers open every day.](https://www.whitehatdesignstudio.com/services/mobile-and-web-apps/)

[Input C

### AI

Intelligence that runs where the work is.](https://www.whitehatdesignstudio.com/services/ai/)

[Input C

### AI automations

Routine work that runs itself, and asks a person when it should.](https://www.whitehatdesignstudio.com/services/ai-automations/)

[Input D

### Growth

Customers who know it exists.](https://www.whitehatdesignstudio.com/services/growth/)

## See each one running.

Pick a practice and watch one job from start to finish.

## Where products fail.

Between the inputs. Each supplier can do good work and the product can still fail in the gap, while each points at the next.

| Inputs | What fails in the gap | Where we joined them |
| --- | --- | --- |
| A and B | The app does not talk to the machine. | [Auto Vendi: the phone app opens the robot's compartment.](https://www.whitehatdesignstudio.com/work/auto-vendi/) |
| A and C | The model does not fit the board it has to run on. | [HARP: the language model runs on the robot itself.](https://www.whitehatdesignstudio.com/work/harp/) |
| B and C | The model's answer never reaches the person who needs it. | [SceneScribe: a spoken question and an image become a spoken answer.](https://www.whitehatdesignstudio.com/work/scenescribe/) |
| A, B and C | Each part passes its own test and the product still fails. | [SKYLOCK: the gimbal, the console and the detector work as one loop.](https://www.whitehatdesignstudio.com/work/skylock/) |
| D and the rest | It works, and nobody knows it exists. | No published example yet. Growth results appear here once a client agrees. |

## Tell us what has to work.

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[Talk to an engineer](https://www.whitehatdesignstudio.com/contact/) [WhatsApp an engineer](https://wa.me/923112721007?text=Hello%20WhiteHat%20Design%20Studio%2C%20I%20would%20like%20to%20talk%20to%20an%20engineer%20about%20my%20project.)