Robotics Training Data by Industry

Every industry has unique regulations, environments, and task requirements for robotics. Claru provides industry-specific training data with regulatory compliance, domain-expert annotations, and environment-appropriate collection protocols.

15 industry verticals

Healthcare Robotics Training Data

Training data for healthcare robots: surgical assistants, patient care robots, pharmacy automation, and clinical workflow AI. HIPAA-compliant collection protocols.

HIPAAFDA 21 CFR Part 820

Agricultural Robotics Training Data

Training data for agricultural robots: harvesting, weeding, crop monitoring, and livestock management. Diverse crop types, seasons, and terrain conditions.

EPA RegulationsEU CAP Cross-Compliance

Warehouse & Logistics Robotics Data

Training data for warehouse robots: AMRs, pick-and-place, sortation, and inventory management in fulfillment centers and distribution hubs.

OSHA StandardsANSI/RIA R15.08

Retail Automation Training Data

Training data for retail robots: shelf scanning, autonomous delivery, micro-fulfillment, checkout-free stores, and customer-facing service robots. Purpose-built datasets for the privacy constraints, crowded environments, and product diversity that define retail robotics.

ADA / Equality ActGDPR / CCPA / State Privacy Laws

Construction Robotics Training Data

Training data for construction robots: bricklaying, concrete finishing, site inspection drones, demolition, and heavy equipment automation on active construction sites. Built for the safety standards and environmental variability that define jobsite robotics.

OSHA 29 CFR 1926EU Machinery Directive 2006/42/EC

Manufacturing Robotics Training Data

Training data for manufacturing robots: assembly, quality inspection, material handling, welding, and collaborative robots in factory environments. Built for ISO 10218 safety compliance and the precision requirements that define modern smart manufacturing.

ISO 10218-1/2ISO/TS 15066

Food Service Robotics Training Data

Training data for food service robots: cooking automation, food delivery, restaurant operations, and commercial kitchen management. Built for FDA FSMA, HACCP, and food safety requirements that govern every interaction between robots and consumable products.

FDA FSMAHACCP

Defense Robotics Training Data

Training data for defense robots: EOD, reconnaissance, logistics, search-and-rescue, and autonomous ground vehicles in challenging terrain. Built with ITAR-aware collection protocols and full chain-of-custody documentation.

ITAR (22 CFR 120-130)DoD Responsible AI Principles

Space Robotics Training Data

Training data for space robots: satellite servicing, lunar and Mars exploration, orbital assembly, debris removal, and space station maintenance. Built for the extreme radiation, lighting, and communication constraints that define operations beyond Earth.

NASA-STD-8719.13/14ECSS-E-ST-40C / ECSS-Q-ST-80C

Underwater Robotics Training Data

Training data for underwater robots: subsea inspection, offshore energy, marine research, aquaculture, and port security in challenging aquatic environments. Purpose-built datasets for the extreme visibility, pressure, and communication constraints that define subsea operations.

IMCA R 004 / IMCA D 045DNV-ST-0168 / DNV-RP-0457

Mining Robotics Training Data

Training data for mining robots: autonomous hauling, tunnel inspection, drilling automation, and safety monitoring in underground and surface mines. Built for the extreme environmental conditions, MSHA safety requirements, and GPS-denied operations that define mining robotics.

MSHA 30 CFR Parts 56/57/75/77ISO 17757

Energy Robotics Training Data

Training data for energy sector robots: power plant inspection, pipeline monitoring, wind turbine maintenance, solar farm operations, and oil rig automation. Built for hazardous environments where sensor degradation and explosive atmospheres define the data challenge.

NERC CIP StandardsATEX Directive 2014/34/EU

Consumer Electronics Robotics Data

Training data for consumer robots: home assistants, robotic vacuums, lawn mowers, personal companions, and domestic manipulation robots. Captured in real homes across diverse layouts, demographics, and living conditions.

UL 4600EU AI Act (High-Risk)

Automotive Robotics Training Data

Training data for automotive robotics: ADAS perception, autonomous driving, robotic assembly lines, paint-shop inspection, and EV battery handling. Purpose-built datasets for the safety standards that govern modern vehicle manufacturing and autonomy.

UN ECE R157ISO 26262

Hospitality Robotics Training Data

Training data for hospitality robots: hotel concierge, room service delivery, cleaning automation, and guest interaction in hotels and resorts. Built for the ADA accessibility, guest privacy, and cultural sensitivity requirements that define service robotics in public-facing environments.

ADA / ADA Accessibility GuidelinesGDPR (Guest Data Protection)

Building Robots for Your Industry?

Claru provides training data tailored to your industry's regulatory requirements, environment characteristics, and task demands.