> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mrdvs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Industrial solutions

> Start with the task you need to perform. Review the algorithm's inputs, outputs and deployment requirements, then explore solution designs and field examples.

Start with the task you need to perform. Review the algorithm's inputs, outputs and deployment requirements, then explore solution designs and field examples.

## The application platform and its role

AW3 provides a shared interface for device connections, algorithm configuration, licensing and communications for pallet docking, storage location monitoring, depalletizing and volume measurement. Algorithms produce task-specific results; vehicle, robot or warehouse systems handle the subsequent operation.

> **[Application platform](/en/solutions/aw3.md)**
>
> Understand the division of responsibilities and find installation, device-management and platform documentation.

| Application | Platform and tools | Getting started |
| - | - | - |
| Pallet docking, storage location monitoring, depalletizing and volume measurement | AW3; availability depends on licensing and the delivered configuration | Review the algorithm, then follow both its guide and the AW3 manual |
| 3D obstacle avoidance | Dedicated obstacle-avoidance tools | Match the documentation to the software release and camera model |
| V2 Pro localization | V2 Pro management interface | Configure the device, create a map and validate localization |

## Warehouse and logistics

> **[Pallet docking](/en/solutions/warehouse/pallet-recognition.md)**
>
> Return pallet position and orientation to support automated forklift pickup and placement.

> **[Storage location monitoring](/en/solutions/warehouse/bin-location-status.md)**
>
> Detect storage-location occupancy and cargo presence for warehouse operations.

> **[Bag depalletizing](/en/solutions/warehouse/soft-package-depalletizing.md)**
>
> Recognize bags and provide grasp-position information.

> **[Personnel detection](/en/solutions/mobile-robots/human-safety.md)**
>
> Detect people entering a configured area and report events.

> **[Volume measurement](/en/solutions/warehouse/volume-measurement.md)**
>
> Measure object length, width, height and volume for logistics and production lines.

## Mobile robots

> **[3D obstacle avoidance](/en/solutions/mobile-robots/3d-obstacle-avoidance.md)**
>
> Detect surrounding obstacles and provide 3D environmental information to vehicle control.

> **[V2Pro Localization and Navigation Module](/en/solutions/mobile-robots/slam-localization.md)**
>
> Build maps and localize mobile equipment for navigation applications.

## Solutions and case studies

Explore equipment configurations, operational workflows and project examples.

> **Warehouse automation and handling**
>
> * [AGV forklift bin stacking](/en/solutions/warehouse/bin-stacking.md)
> * [3D vision for automated-storage safety](/en/solutions/warehouse/automated-storage-safety.md)
> * [Case study: Automated soft-package depalletizing at a chemical producer](/en/solutions/warehouse/cases/chemical-soft-package-depalletizing.md)
> * [Case study: Non-standard pallet recognition for Jushi Group](/en/solutions/warehouse/cases/jushi-nonstandard-pallet-recognition.md)
> * [Case study: Storage-location status recognition in an automated warehouse](/en/solutions/warehouse/cases/bin-location-status.md)
> * [Case study: Bin stacking at an automotive logistics center](/en/solutions/warehouse/cases/automotive-bin-stacking.md)
> * [Case study: An unmanned forklift completes more than 500 tasks per day](/en/solutions/warehouse/cases/unmanned-forklift-500-tasks.md)
> * [Case study: Top-view navigation for an unmanned forklift serving 3,000+ locations](/en/solutions/warehouse/cases/overhead-navigation-3000-locations.md)

> **Robot perception and navigation**
>
> * [Case study: Visual SLAM navigation in industrial environments](/en/solutions/mobile-robots/cases/slam-in-industrial-environments.md)
> * [Case study: 3D vision for a humanoid robot](/en/solutions/mobile-robots/cases/humanoid-robot-3d-vision.md)
> * [Case study: 3D visual obstacle avoidance for an under-ride AMR](/en/solutions/mobile-robots/cases/under-ride-amr-obstacle-avoidance.md)
> * [Case study: 3D visual obstacle avoidance for a wheeled humanoid robot](/en/solutions/mobile-robots/cases/wheeled-humanoid-obstacle-avoidance.md)

> **Smart agriculture**
>
> * [Vision-guided fruit and vegetable harvesting](/en/solutions/agriculture/robotic-harvesting.md)

## Solution assessment

For a project assessment, share the target objects, operating environment, camera mounting position and required outputs.


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