Tell us about your operation

Materials that continually wait at the end of a factory line, a repeated inspection in a facility, a transport task that interrupts hotel employees: the starting point for robotics may already be part of daily life. You do not need to know the entire technical solution before beginning a conversation.

GappAI's invitation is to clarify that need together. The routes described here are for discussion and proposal assessment; they do not constitute automatic project acceptance, a free pilot or a guaranteed technical result.

Businesses: choose one task

For an initial discussion, describe your sector and working environment, how the task starts and what outcome completes it. How often does it recur? Where is the most time lost today? Which quality or capacity problem would you like to change?

If you have a robot, identify its model and configuration. If not, describe your access needs. Who knows the task and who owns the process? What connections do the existing software and facility require? This information helps assess scope. Personal data, confidential production details and customer information are unnecessary in an initial message; suitable arrangements for further sharing can be agreed separately.

GappAI's Physical AI Pilot is offered as a paid engineering engagement with a defined scope. After the task, environment, access and expected result have been assessed, the work plan and commercial terms are clarified in a written proposal. ^[1]

Technology teams: specify your contribution

Robot manufacturers, sensor and technology suppliers, data-collection and teleoperation teams, and field engineering specialists can contribute at different stages. Explain which technical work you can undertake, where you operate and which interfaces you have experience with.

GappAI's corporate enquiry page accepts approaches from technology and operating partners, suitable specialist teams and potential subcontractors. It describes a working model in which customer relationships, architecture, quality and delivery management remain with GappAI. ^[2]

A useful opening message can therefore explain which task type you can support, with which infrastructure and under which access conditions. Verifiable experience and a clear description of capacity make an assessment easier than a general statement of interest alone.

Researchers: choose a shared question

For universities and research groups, a starting point might be learning from human demonstrations, adaptation across robots, contact information, recovery after errors or evaluation methods. These topics relate to GappAI Labs' public research directions. ^[3]

Share a method, a comparative experiment or an application question. Conditions for data, publication, intellectual property and infrastructure use should be agreed together. Contributing research or a view to the magazine does not, by itself, establish a commercial partnership or institutional endorsement.

What should the first discussion clarify?

An initial assessment should let both sides understand the next step. Is the task sufficiently clear? Can the necessary access be provided? What information is missing? Does the situation call for engineering, a research conversation or further preparation? Requests need not all follow the same route.

This invitation is open to organisations around the world. Application location and service scope are assessed with access and support conditions. A good beginning can be a concrete question that both sides are able to answer together.