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Robotics

Robot Simulation & Deployment Validation

Linker Vision uses digital twins and robot task simulation to validate routes, fleet configurations and response workflows before deployment. Factories, campuses, warehouses and system integrators can compare robot counts, task times and coverage to reduce on-site trial and error and speed up rollout.

Robot Simulation & Deployment Validation

Customer challenges

1

Robot suitability is difficult to assess before deployment.

2

Fleet size and routes are planned mainly through experience.

3

On-site testing takes time and can disrupt operations.

4

Blocked paths and pedestrian crossings are hard to test repeatedly.

5

Site changes require tasks to be validated again.

Customer benefits

Assess robot suitability before deployment.

Reduce repeated on-site tests and operational disruption.

Support equipment purchases with simulation data.

Identify route and task bottlenecks earlier.

Speed up rollout of new sites and tasks.

Improve device utilization and inspection efficiency.

Key features

Site Modeling & Route Validation

Builds virtual site and robot models with inspection points, restricted zones and task routes, checks aisle, corner and obstacle constraints, and assesses camera and robot sensing coverage.

Task & Scenario Simulation

Simulates inspection, verification and return-to-charge tasks, blocked-path and pedestrian-crossing scenarios, alternative routes and task adjustment workflows, and compares fleet sizes and schedules.

Deployment Assessment & Optimization

Compares task time and inspection coverage, analyses task bottlenecks and idle equipment, calibrates using actual execution records, and validates configuration after site changes.

Before & after

Before Suitability is tested after equipment arrives. After — with Linker AI Nexa Suitability is assessed in a virtual site first.
Before Fleet size is chosen through experience. After — with Linker AI Nexa Simulated fleet configurations are compared.
Before Routes are adjusted through on-site trial and error. After — with Linker AI Nexa Routes and schedules are tested before deployment.
Before Abnormal scenarios are hard to reproduce. After — with Linker AI Nexa Scenarios can be repeated in simulation.
Before Site changes require repeated physical testing. After — with Linker AI Nexa Updated configurations are simulated before field validation.