INDUSTRY

Industrial R&D and embodied AI

Problem

Manipulation pilots often fail when hardware, software, data, and metrics are not scoped as a complete system.

Solution

We scope evidence-oriented pilots: hardware architecture, software orchestration, data collection, test protocol, and decision criteria.

PROJECT BLOCKS

Capabilities to scope

[Feasibility study]

[Data collection pipeline]

[Performance metrics]

[Scale-up decision package]

Use-case scoping

Fast diagnostic of existing setup, available interfaces, and technical risks.

Field prototype

Software prototype focused on algorithms, data, and reproducible validation.

Data instrumentation

Documentation transfer and workshop to make the team autonomous.

Technical report

Fast diagnostic of existing setup, available interfaces, and technical risks.

Target manipulation task

Hardware already available

Data to capture or use

Expected validation criteria