TechMedix Insights

Failure modes & predictive maintenance

Real failure signatures we track across autonomous fleets — what breaks, the telemetry that flags it, and how early TechMedix predicts it. Every entry is derived from the same platform models that power the live console.

Humanoids

Unitree Robotics
Unitree G1

43-DOF bimanual humanoid with Dex1 hands. VLA-capable via UnifoLM-VLA-0. Official TechMedix partner platform.

5 tracked failure modes →
Unitree Robotics
Unitree H1-2

Full-size humanoid at ~178cm, ~70kg with 360° depth sensing via 3D LiDAR + depth camera. 14 DOF in arms (7×2), extended battery for long-shift warehouse and logistics deployment.

3 tracked failure modes →
Figure AI
Figure 02

Commercial humanoid for automotive assembly. 28 total DOF, 16 DOF hands, 20kg payload. OpenAI-trained reasoning. BMW Group deployment.

2 tracked failure modes →
Tesla
Tesla Optimus Gen 3

Tesla's 3rd-gen humanoid. 173cm / 57kg, 22 DOF hands, FSD-derived perception stack, designed for Tesla factory operations.

2 tracked failure modes →
Agility Robotics
Digit V5

Warehouse-specialized bipedal. 175cm / ~65kg, 16kg payload, 4h battery with hot-swap capability. Deployed at Amazon for tote handling and logistics.

2 tracked failure modes →
Menlo Robotics
Asimov 1

Open-source reference humanoid. 25+2 DOF, DIY-kit available, 1.2 m tall, 35 kg. Full BOM and assembly manual published. Designed for researchers and builders.

4 tracked failure modes →
Foundation Robotics Corp
Phantom Mk1

Industrial humanoid (~175cm, ~80kg) designed for logistics and defence. 19 DOF upper body, π0 diffusion policy control. Deployed for real-world military evaluation.

2 tracked failure modes →
Asimov Inc.
Asimov V1

1.2 m open-source biped. CERN-OHL-S-2.0 hardware, GPL-2.0 software. 25 actuated DOF, MuJoCo sim model, full mechanical CAD (7 subassemblies), electrical wiring harness. DIY kit $15K — ships summer 2026.

5 tracked failure modes →
Unitree Robotics
Unitree R1

Ultra-lightweight humanoid at $4,900. 20 DOF, PMSM motors, 2-DOF head. Entry-level platform for education, research, and entertainment.

3 tracked failure modes →
Asimov
Asimov Here Be Dragons

Stealth-mode startup humanoid. Minimal public documentation. Research confidence: low.

1 tracked failure modes →
UBTECH Robotics
UBTECH UWORLD U1 Lite

Entry humanoid in the UWORLD U1 line. Balanced height and payload for research, education, and light enterprise trials. MSRP $16,500.

3 tracked failure modes →
UBTECH Robotics
UBTECH UWORLD U1 Pro

Mid-tier UWORLD U1 with expanded payload and longer runtime. Dexterous hands and unrestricted developer access for AI training. MSRP $23,400.

3 tracked failure modes →
UBTECH Robotics
UBTECH UWORLD U1 Ultra

Flagship UWORLD U1. Industrial-grade full-size humanoid with maximum payload, extended runtime, and the full UWORLD perception stack. MSRP from $121,400.

3 tracked failure modes →

Industrial & AMR

Unitree Robotics
Unitree B2

Industrial quadruped (~60kg). 40kg sustained walking load / 120kg standing payload, IP67-rated. The fastest running industrial quadruped at 6m/s. Modular expandable architecture for inspection, survey, and security.

2 tracked failure modes →
Boston Dynamics
Boston Dynamics Spot

Industry-standard inspection quadruped. Arm-optional, API-first, payload-extensible. Deployed in 50+ industries.

2 tracked failure modes →
Amazon Robotics
Amazon Proteus AMR

Autonomous mobile robot for warehouse pod movement. LiDAR-only navigation, no camera dependence for safety.

2 tracked failure modes →
Seeed Studio
reBot-DevArm

True open-source 6-DOF robot arm — hardware blueprints, full BOM, and 3D print files published on GitHub. Python SDK, ROS1, ROS2, Isaac Sim, and LeRobot compatible. Same simulation stack as ROBO-1. Pre-integration: monitoring adoption curve for full TechMedix onboarding.

2 tracked failure modes →
ROBO Robotics
ROBO-1

6-DOF robot arm with gripper, built for teachable, repeatable automation. Train a policy once on demonstration data, deploy to any ROBO-1 in the fleet. Native LeRobot support, MuJoCo digital twin, Agent API.

2 tracked failure modes →
Unitree Robotics
H1 Knee Actuator

Genuine replacement knee actuator module for the Unitree H1. Direct-fit, factory-calibrated. Replace at 73% wear before failure.

1 tracked failure modes →
Unitree Robotics
H1 Battery Pack (864Wh)

864Wh main power pack for the Unitree H1. CATL cells, factory-matched BMS. Swap at 800 cycles or on TechMedix health alert.

2 tracked failure modes →
Unitree Robotics
H1 Shoulder Actuator

Genuine shoulder actuator assembly. CubeMars drive unit, factory-torque-matched. Replace on TechMedix shoulder-R wear alert.

1 tracked failure modes →
Unitree Robotics
H1 Dexterous Hand

Replacement dexterous end-effector with integrated tactile sensing. Sharpa module, multi-DOF. Calibrate via TechMedix after install.

1 tracked failure modes →
NVIDIA
NVIDIA Jetson AGX Thor

Flagship edge AI compute module for humanoid robots, surgical systems, and industrial AI. Blackwell GPU, 128GB LPDDR5X, 40-130W. Ships with JetPack 7 / Ubuntu 24.04 / CUDA 13.0. Developer kit $3,499, GA August 2025.

6 tracked failure modes →
Aigen
Aigen Element gen2

100% solar-powered agricultural robot for chemical-free weed control at plant level. 350W panel, all-wheel drive, stereo depth vision (gen2), intelligent mesh fleet coordination. Featured by NVIDIA Robotics (April 2026). Deployed in California Central Valley.

4 tracked failure modes →

Drones & UAVs

Delivery Robots

Micromobility

Data Center

How TechMedix predicts failures

The methodology behind the 48-hour prediction window — telemetry ingestion, failure-mode modeling, and confidence scoring.

Read the methodology →

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Field guides & deep dives

Practical writing on predictive maintenance and failure modes.

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