PAL Robotics.

Buy if you operate 2,000+ m² retail or warehouse space with RFID-tagged inventory and tolerate single-day setup. ROI from labor reallocation (inventory headcount to customer service) is clearest in high-traffic, multi-floor locations. Skip if you lack RFID infrastructure or run small-format stores.

Buy if you operate a research lab, university robotics program, or healthcare facility piloting human-interaction tasks. Skip if you need a robot that lifts >5 kg, works outdoors, or deploys without custom software — TIAGo is a developer platform, not a commercial black box.

Buy if you operate a warehouse, factory, or hospital with structured, ground-level intralogistics (material transfers, document delivery). Skip if you need outdoor capability, multi-floor navigation, or handling over 70 kg payloads.

Buy if you operate a 50+ bed healthcare facility or 100+ room hotel needing telepresence-capable greeters and floor guides at 8–12 hour shifts. Skip if you need physical assistance, outdoor mobility, or ROI within 18 months — ARI is a research platform, not a labor-replacement tool. Integrator cost and pilot timelines add 6–12 months.

Buy if you operate a research lab or small manufacturing pilot with complex bin-picking or assembly tasks requiring gentle compliance. Skip if you need immediate ROI or outdoor mobility—the $90k price tag demands credible throughput data that public deployments haven't yet published.

Buy if your lab needs ROS 2 HRI research with local data processing and full privacy control. Skip if you require mobile manipulation or production-grade throughput—TIAGo Head is tabletop-bound research hardware.

Buy if you are a research institution with grants for locomotion or safe HRI. Skip if you need ROI within 5 years; commercial factory robots or wheeled manipulators deliver better throughput per dollar.