Physical AI Automation & Robotic Workflows
Bring AI Into the Real World
Our Physical Automation Solutions bring robotic workflows, robot training
data, and local AI intelligence to real-world operations. From
manufacturing and warehousing to farms, hospitality, security, education,
and smart homes, we help organizations evaluate, pilot, and integrate
robots that can see, think, and act in physical environments.
We focus on practical, human-supervised deployments. Instead of treating
robots as a futuristic demonstration, we help you identify one
high-value workflow, select the right technology, test it safely, measure
results, and scale when the business case is proven.
Our approach supports cloud, hybrid, and local/on-premise AI
architectures. Local AI can reduce unnecessary cloud dependence, improve
response speed in some workflows, and help keep sensitive operational
data inside your organization.
1. Robot Training Data Annotation & VR Teleoperation
Reliable embodied AI depends on high-quality training data and safe human
demonstrations. We provide robot training data annotation services and
VR-headset teleoperation workflows that let human operators remotely guide
robots during training, oversight, and complex tasks.
- Training-task design and robot data collection planning.
- Annotation of video, images, sensor streams, actions, and task outcomes.
- VR teleoperation workflows that let operators show robots how to perform a task.
- Trajectory and demonstration recording for model training and policy improvement.
- Human-in-the-loop oversight for challenging, sensitive, or exception-based tasks.
2. Custom Physical AI Robotic Workflows with Local LLMs
Physical AI connects language models, sensors, software, and robotics so a
machine can understand instructions and act in the real world. We design
custom robotic workflows that use local or edge-based AI where appropriate,
helping reduce reliance on constant cloud connectivity.
This can include voice-controlled robotics, local task planning, on-device
vision and sensor processing, human approval steps, and integrations with
your existing business systems.
- Local and hybrid AI architecture planning for robotics workflows.
- Natural-language robot interfaces for approved operational tasks.
- Integration of LLMs, computer vision, sensors, robot controllers, and business software.
- Practical pilot design for workflows such as inspection, material movement, and assistance.
- Clear human override, safety controls, logging, and escalation paths.
3. Home Automation Integration Services
We connect smart-home devices, sensors, local AI assistants, and compatible
robotic tools into a unified home automation environment. The goal is a more
helpful and private system that works around your routines rather than
forcing you into disconnected apps and cloud subscriptions.
- Local voice-assistant and smart-home automation integration.
- Connected workflows for lighting, climate, security, energy, and cleaning.
- Integration of sensors, cameras, alerts, and approved robotic devices.
- Local-first control options for privacy-conscious homeowners.
- Custom routines for accessibility, safety, household management, and energy efficiency.
4. Agricultural Automation Solutions
Farms and agricultural operations face repetitive, labor-intensive, and
time-sensitive work. We help agricultural businesses explore AI and
robotic workflows for monitoring, field operations, greenhouse management,
crop handling, and livestock-support tasks.
- Field, greenhouse, and livestock monitoring workflows.
- Sensor, camera, drone, and mobile robot data integration.
- Crop-inspection, planting-support, harvesting-support, and material-handling workflows.
- Livestock monitoring and alert systems for health, movement, and environmental conditions.
- Operational dashboards that convert sensor and robot data into actionable decisions.
5. Automotive Manufacturing Robots
Automotive manufacturing uses a mix of fixed industrial robots, cobots,
autonomous mobile robots (AMRs), and emerging humanoid platforms. We help
manufacturers compare technologies and plan robot pilots for flexible
production support, line-side logistics, material handling, inspection,
and repetitive assembly-related tasks.
- Compare humanoids, cobots, AMRs, and fixed automation for a specific task.
- Assess process requirements, throughput, payload, cycle time, and workspace constraints.
- Plan vendor evaluation, procurement support, pilot scope, and success metrics.
- Integrate robotics workflows with PLCs, MES, quality systems, and production operations.
- Design safety, training, maintenance, and human-supervision procedures.
Best fit: Flexible production support and logistics tasks
where a clearly defined pilot can demonstrate measurable value.
6. Security Robots for Patrol & Monitoring
Security robots can support human teams by performing scheduled patrols,
monitoring perimeters, streaming video, detecting selected anomalies,
and providing two-way communication. We help facilities identify where
mobile and quadruped robots can improve coverage without replacing
appropriate human judgment or response procedures.
- Patrol-route assessment for campuses, facilities, warehouses, parking areas, and perimeter zones.
- Evaluation of mobile, wheeled, and quadruped security platforms.
- Integration with video monitoring, access control, alerting, and incident-response workflows.
- Remote human supervision, two-way communication, and escalation design.
- Safety, privacy, documentation, and operational policy planning.
Best fit: Repetitive monitoring coverage where a human
security team remains responsible for assessment and response.
Robots for this automation
FF Aegis Mega A
Faraday Future
Quadruped
Hardware from $74,990
Available now (supplier estimate)
FF Aegis Mega D
Faraday Future
Quadruped
Hardware from $74,990
Available now (supplier estimate)
FF Aegis Hyper
Faraday Future
Quadruped
Hardware from $137,900
Available now (supplier estimate)
Unitree B2 Industrial
Unitree
Quadruped
Hardware from $84,999
Pre-order, expected Nov 11, 2026
Unitree B2 Industrial with LiDAR
Unitree
Quadruped
Hardware from $94,999
Pre-order, expected Nov 11, 2026
Unitree B2-W Industrial
Unitree
Quadruped
Hardware from $96,599
Pre-order, expected Nov 11, 2026
Unitree B2-W Industrial with LiDAR
Unitree
Quadruped
Hardware from $106,499
Pre-order, expected Nov 11, 2026
Unitree A2 Standard
Unitree
Quadruped
Hardware from $31,900
Pre-order, expected Nov 11, 2026
Unitree A2 Pro
Unitree
Quadruped
Hardware from $40,900
Pre-order, expected Nov 11, 2026
Unitree A2-W Standard
Unitree
Quadruped
Hardware from $36,900
Pre-order, expected Nov 11, 2026
Unitree A2-W Pro
Unitree
Quadruped
Hardware from $46,900
Pre-order, expected Nov 11, 2026
AGIBOT D1 MaxPro
Agibot
Quadruped
Hardware from $94,459
Pre-order, expected Dec 28, 2026
AGIBOT D1 Max
Agibot
Quadruped
Hardware from $66,599
Pre-order, expected Dec 28, 2026
We sell the automation, not a single hardware model — the final robot is selected during your automation consultation based on availability and your site needs.
7. Industrial Inspection Robots
Industrial inspection robots help teams monitor routine and hazardous
locations while reducing unnecessary human exposure. We support facilities
evaluating quadrupeds, AMRs, mobile platforms, and compatible sensor
payloads for inspection rounds.
- Inspection-route mapping for stairs, grating, thresholds, narrow walkways, and outdoor terrain.
- Robot evaluation based on mobility, payload, battery life, environmental rating, and reliability.
- Sensor planning for thermal imaging, visual inspection, gas detection, vibration, and acoustic monitoring.
- Integration of inspection results with maintenance, safety, compliance, and asset-management systems.
- Human review workflows for anomalies, work orders, and emergency escalation.
Best fit: Routine inspections in large, hazardous, remote,
or difficult-to-access industrial environments.
Robots for this automation
FF Aegis Mega A
Faraday Future
Quadruped
Hardware from $74,990
Available now (supplier estimate)
FF Aegis Mega D
Faraday Future
Quadruped
Hardware from $74,990
Available now (supplier estimate)
FF Aegis Hyper
Faraday Future
Quadruped
Hardware from $137,900
Available now (supplier estimate)
LimX Oli EDU
LimX Dynamics
Humanoid
Hardware from $93,600
Available now (supplier estimate)
Unitree B2 Industrial
Unitree
Quadruped
Hardware from $84,999
Pre-order, expected Nov 11, 2026
Unitree B2 Industrial with LiDAR
Unitree
Quadruped
Hardware from $94,999
Pre-order, expected Nov 11, 2026
Unitree B2-W Industrial
Unitree
Quadruped
Hardware from $96,599
Pre-order, expected Nov 11, 2026
Unitree B2-W Industrial with LiDAR
Unitree
Quadruped
Hardware from $106,499
Pre-order, expected Nov 11, 2026
Unitree A2 Standard
Unitree
Quadruped
Hardware from $31,900
Pre-order, expected Nov 11, 2026
Unitree A2 Pro
Unitree
Quadruped
Hardware from $40,900
Pre-order, expected Nov 11, 2026
Unitree A2-W Standard
Unitree
Quadruped
Hardware from $36,900
Pre-order, expected Nov 11, 2026
Unitree A2-W Pro
Unitree
Quadruped
Hardware from $46,900
Pre-order, expected Nov 11, 2026
AGIBOT D1 MaxPro
Agibot
Quadruped
Hardware from $94,459
Pre-order, expected Dec 28, 2026
AGIBOT D1 Max
Agibot
Quadruped
Hardware from $66,599
Pre-order, expected Dec 28, 2026
We sell the automation, not a single hardware model — the final robot is selected during your automation consultation based on availability and your site needs.
8. Robot Receptionists & Front-Desk Automation
Robot receptionists help offices, hotels, clinics, venues, and public
spaces create a more responsive visitor experience. They can greet guests,
support check-in, answer approved FAQs, provide directions, start video
calls, and hand complex interactions to a remote or on-site human team.
- Robot and telepresence platform selection based on location, traffic, languages, and budget.
- Visitor greeting, check-in, wayfinding, FAQ, and appointment workflows.
- Integration with calendars, visitor management, badge systems, and video conferencing.
- Optional connection to virtual avatar agents and customer-support knowledge bases.
- Human escalation rules for security, accessibility, exceptions, and sensitive questions.
Best fit: High-visibility lobbies, hospitality settings,
showrooms, events, and visitor-facing offices.
Robots for this automation
FF Master Edu
Faraday Future
Humanoid
Hardware from $37,990
Available now (supplier estimate)
FF Master Ultra
Faraday Future
Humanoid
Hardware from $64,990
Available now (supplier estimate)
FF Futurist
Faraday Future
Humanoid
Hardware from $89,900
Available now (supplier estimate)
FF Futurist Ultra
Faraday Future
Humanoid
Hardware from $129,900
Available now (supplier estimate)
Unitree H2
Unitree
Humanoid
Hardware from $40,900
Pre-order, expected Nov 11, 2026
Unitree H2 EDU
Unitree
Humanoid
Hardware from $68,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U2) EDU Plus
Unitree
Humanoid
Hardware from $53,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U3) EDU Ultimate A
Unitree
Humanoid
Hardware from $65,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U4) EDU Ultimate B
Unitree
Humanoid
Hardware from $67,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U5) EDU Ultimate C
Unitree
Humanoid
Hardware from $67,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U6) EDU Ultimate D
Unitree
Humanoid
Hardware from $73,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U7) EDU Ultimate E
Unitree
Humanoid
Hardware from $63,900
Pre-order, expected Nov 11, 2026
Unitree G1 (U8) EDU Ultimate F
Unitree
Humanoid
Hardware from $67,900
Pre-order, expected Nov 11, 2026
AGIBOT A2 Ultra
Agibot
Humanoid
Hardware from $112,061
Pre-order, expected Dec 28, 2026
We sell the automation, not a single hardware model — the final robot is selected during your automation consultation based on availability and your site needs.
9. Educational Robots & Learning Labs
Educational robots help schools, universities, workforce-training programs,
and research labs make coding, AI, robotics, and human-machine interaction
more hands-on. We help institutions choose platforms and create practical
learning environments—not just purchase a robot and leave it unused.
- Robot selection for STEM, coding, AI literacy, language learning, and research.
- Classroom, maker-space, and robotics-lab planning.
- Lesson and workshop design for students, teachers, and researchers.
- Wi-Fi, charging, storage, maintenance, and operating-procedure planning.
- Robot training data and teleoperation projects for advanced university and research programs.
Best fit: Schools, universities, libraries, youth programs,
workforce-development organizations, and research teams.
10. Warehouse Robots & Logistics Automation
Warehouse robotics can improve material movement, picking support,
inventory workflows, and facility visibility. We help logistics and
fulfillment operations compare AMRs, autonomous forklifts, goods-to-person
systems, robotic arms, and emerging humanoid platforms for the work that
matters most.
- Material-flow and warehouse-layout assessment.
- Comparison of AMRs, autonomous forklifts, picking systems, robotic arms, and humanoids.
- Robot selection based on product mix, payloads, travel routes, floor conditions, and throughput.
- Integration planning for WMS, inventory systems, barcode/RFID workflows, and safety procedures.
- Pilot-first strategy with KPIs for speed, accuracy, uptime, labor utilization, and ROI.
Best fit: Warehouses and fulfillment operations with
repeatable material-movement or picking workflows that can be tested in
a defined zone before wider rollout.
Robots for this automation
T2 Pro P2 (Gripper)
Booster Robotics
Humanoid
Hardware from $39,900
Available now (supplier estimate)
T2 Pro P3-1 (DexHand)
Booster Robotics
Humanoid
Hardware from $44,900
Available now (supplier estimate)
T2 Pro P3-2 (DexHand)
Booster Robotics
Humanoid
Hardware from $93,000
Available now (supplier estimate)
T2 Pro P3-3 (DexHand)
Booster Robotics
Humanoid
Hardware from $99,000
Available now (supplier estimate)
Dobot Atom Max
Dobot
Humanoid
Hardware from $100,765
Pre-order, expected Oct 30, 2026
Dobot Atom Max EDU
Dobot
Humanoid
Hardware from $124,824
Pre-order, expected Oct 30, 2026
Unitree H2
Unitree
Humanoid
Hardware from $40,900
Pre-order, expected Nov 11, 2026
Unitree H2 EDU
Unitree
Humanoid
Hardware from $68,900
Pre-order, expected Nov 11, 2026
AGIBOT A2 Ultra
Agibot
Humanoid
Hardware from $112,061
Pre-order, expected Dec 28, 2026
We sell the automation, not a single hardware model — the final robot is selected during your automation consultation based on availability and your site needs.
Safety, Human Oversight & Pilot-First Deployment
Physical automation must be designed around safety, operational reality,
and the people who work alongside the equipment. Every project should begin
with a task assessment, risk review, infrastructure check, and clearly
defined human responsibilities.
- Document the task, environment, success metrics, and operating limits before selecting a robot.
- Evaluate facility readiness, including floor conditions, power, connectivity, charging, and workspace layout.
- Build appropriate safety controls such as emergency stops, barriers, sensors, interlocks, and access procedures.
- Test a defined pilot before committing to a larger rollout.
- Train operators and maintenance staff, document escalation procedures, and keep humans in control of high-stakes decisions.
A successful robotics program is not simply a robot purchase. It is a
carefully integrated workflow involving the robot, people, facilities,
software, safety controls, maintenance, and measurable business outcomes.
Ready to Build a Physical AI Workflow?
Whether you are exploring your first robot pilot, building a local AI
robotics workflow, training embodied AI models, or expanding automation
across a warehouse, facility, school, farm, or home, we can help you define
a practical next step.
Additional Models
AGIBOT X2 Neo
Agibot
Humanoid
Hardware from $25,600
Pre-order, expected Dec 28, 2026
AGIBOT A2 Lite
Agibot
Humanoid
Hardware from $44,560
Pre-order, expected Dec 28, 2026
AGIBOT A3
Agibot
Humanoid
Hardware from $72,149
Pre-order, expected Dec 28, 2026
AGIBOT X2 Ultra
Agibot
Humanoid
Hardware from $55,433
Pre-order, expected Dec 28, 2026
AGIBOT A3 Ultra
Agibot
Humanoid
Hardware from $103,599
Pre-order, expected Dec 28, 2026
We sell the automation, not a single hardware model — the final robot is selected during your automation consultation based on availability and your site needs.
Availability dates are supplier estimates and have not been independently verified. Model-level FCC equipment authorization and US import eligibility are being confirmed before any order is placed. Hardware pricing shown is the base hardware price; integration, shipping, and tariff costs are quoted during your consultation.