Seegrid
Vision-guided AMRs for autonomous pallet transport in manufacturing
Seegrid makes vision-guided vehicles (VGVs) that navigate autonomously without wires, lasers, or QR codes — using 3D cameras and AI to understand their environment. Strong in high-mix manufacturing and brownfield DCs.
Brownfield manufacturing and DC operations needing pallet transport without infrastructure changes
Precision docking applications or operations needing non-pallet transport
Strengths
- No infrastructure required — vision navigation works in dynamic environments
- Fastest AGV deployment timeline in class
- Strong in high-mix manufacturing environments
- Seegrid Supervisor fleet management is mature
Weaknesses
- Limited to pallet transport — no picking or depalletizing
- Vision navigation less precise than laser in some environments
- Smaller company vs AGV incumbents
- Limited cold chain capability
Practitioner analysis
Seegrid has the longest commercial AMR track record in North American manufacturing — they were doing autonomous pallet movement before AMR was a mainstream category. Their vision-based navigation (vs. laser SLAM) has advantages in environments with tall racking and infrastructure that confuses lidar. Deployments at automotive and heavy manufacturing sites are mature.
Seegrid's vision navigation requires a map-training process that takes time and needs to be repeated if infrastructure changes significantly. If your facility layout changes frequently, factor in the re-mapping cost. Their throughput per robot is lower than some competitors — model your fleet size requirement carefully.
Automotive, aerospace, and heavy manufacturing internal logistics where proven uptime and obstacle detection in complex environments matter more than top-end speed.
Evaluate their current competitive position carefully — the AMR market has moved fast and some newer competitors have closed the technology gap.
Questions to ask in your RFP / demo
- How does your vision navigation handle infrastructure changes — what is the re-mapping process and how long does it take?
- What is your uptime record at our target throughput level at a comparable site?
- How does your obstacle detection perform around forklifts and pedestrians simultaneously?
Products
Autonomous mobile robot for pallet movement in manufacturing and DC