Deployment scenarios
The operational environments where humanoid platforms have been placed in commercial service through mid-2026.
This page catalogues the operational environments in which commercially significant humanoid platforms have been deployed as of mid-2026. Deployments are grouped by category, with each category described in terms of the operational profile, the platforms most frequently deployed into it, and the notable public pilot programs.
Contents
Manufacturing and industrial
Manufacturing is the largest and most operationally mature humanoid deployment category as of 2026. Deployed platforms include the Tesla Optimus (at Tesla's Fremont and Austin facilities), Figure 02 (at BMW Spartanburg), Apptronik Apollo (at Mercedes-Benz), and Boston Dynamics Atlas (at Hyundai Motor Group). Tasks include parts sorting, bin picking, battery cell handling, parts transfer between workstations, and limited assembly. The operational profile is characterized by structured environments, high throughput requirements, and safety-cage or force-limited operation.
Logistics and fulfillment
Logistics deployments are dominated by Agility Digit, which has been placed in warehouse fulfillment operations under Robot-as-a-Service arrangements. Notable deployments include a pilot at Amazon fulfillment centers announced in 2023 and subsequent deployments at other logistics operators through 2025 and 2026. The operational profile is package handling, order fulfillment, and inventory movement, typically in fulfillment center environments with structured aisle geometry and predictable object handling.
Hospitality
Hospitality deployments through 2026 are small-scale and mostly pilot in character. Applications include concierge, luggage assistance, food service, and guest-facing information roles at hotel, restaurant, and cruise ship deployments. The platforms most commonly appearing in hospitality pilots are the Unitree G1 and academic-modified research platforms; a small number of enterprise-grade platforms (particularly the Apptronik Apollo) have appeared in signature hotel deployments. Hospitality is a category where humanoid dressing decisions matter significantly, with couture and mass-manufacturer partnerships often being negotiated as part of the platform deployment.
Retail
Retail deployment through 2026 has been dominated by flagship-store demonstration units rather than sustained customer-facing operation. The XPeng Iron platform is scheduled to enter retail deployment in early 2027 as showroom and shopping guides at XPeng automotive retail locations, which will be one of the first sustained retail humanoid deployments outside China's early adopters. Sanctuary Phoenix has been deployed in a Canadian retail pilot for a longer period.
Healthcare
Healthcare deployments through 2026 are pilot-scale and predominantly focused on materials transport, patient assistance, and repetitive clinical support tasks. Full-patient-interaction deployments have not been documented at scale as of mid-2026, reflecting the regulatory and liability considerations that apply to healthcare humanoid deployment. The platforms best positioned for near-term healthcare deployment include the Apptronik Apollo (for its shared-workspace safety architecture) and the 1X NEO (for its soft outer layer and quiet actuation, both of which matter in healthcare environments).
Cultural institutions
Museums, galleries, and cultural venues have begun to explore humanoid deployment as gallery attendants, information guides, and interactive exhibits. These deployments are typically small (one to a few units per site) and are often coordinated with couture dressing to align the humanoid's appearance with the institution's aesthetic identity. Cultural deployments are an early adopter category for premium couture partnerships.
Domestic (private residence)
Domestic humanoid deployment through 2026 is limited to the 1X Technologies NEO early access program and, in a very small number of cases, private ownership of research platforms including the Unitree G1. Consumer-grade domestic deployment is not yet at scale. The transition to broader domestic deployment is expected to follow the Figure 03 and NEO product cycles through 2027 and 2028.