Understand the workflow
We map the task, environment, edge cases, systems and the productivity baseline.
From first workflow to autonomous production.
We work across emerging humanoids, mobile manipulators and AI-native robot platforms. We understand the job, install the robot, operate it remotely, capture real-world data and fine-tune it until it runs reliably in your operation.
Industry examples for reference · No partnership with Groundlayer is implied.
A robot demo is not a deployment. We close the gap between what a robot can do in a lab and what it must do on your shift.
Robot companies build the machine and its intelligence. Groundlayer owns the last mile: task design, rollout, human intervention and the learning loop.
We map the task, environment, edge cases, systems and the productivity baseline.
We source the emerging humanoid, mobile manipulator or AI-native arm best suited to the work.
We integrate the robot into the physical station, operating procedures and site systems.
Remote operators complete the work, handle exceptions and capture task-specific image and action data.
We improve the model on your real workflow until the robot handles the repeatable work autonomously.
New robots arrive every month. We turn them into a workforce.
The founding team's prior operating experience includes creating work for millions of people and managing billions of hours across warehousing and manufacturing. Groundlayer brings that operational DNA to robots.
Founding-team experience · Groundlayer is a new concept-stage company.
Dock-to-buffer, line feeding and finished-goods transport.
AMR / AMFPalletising, case packing and repetitive material handling.
ARM / COBOTPiece picking, order packing, sortation and returns.
VISION / AITrailer unloading, depalletising and inbound receiving.
MOBILE MANIPULATIONThe robot starts working immediately through teleoperation while we learn the workflow.
The model handles repeatable actions; people supervise and resolve exceptions.
Human touch time falls as reliability grows, and the trained workflow rolls out to more robots and sites.
Concept-stage company · No customer or partner relationships are implied.