APPLICATION  ·  Physical AI and Humanoid Robotics

you build robots that move.we make them feel.

 

across humanoids, cobots, surgical arms, and EV lines, VPG gives motion systems the force, torque, and current sensing they need to act with precision and perception.

4
Market Verticals
4
VPG Divisions Engaged
50 g
Contact-Force Resolution
6 DoF
Degrees Of Freedom
The OpportunityRobot image

where motion meets measurement.

physical AI is only as good as its sense of the physical world. a robot that can feel force, measure torque, and trust its own current draw can act safely alongside people, and improve every cycle.

sense force & torque

load cells, transducers, and strain gages give actuators a controlled sense of contact, down to grams across kilograms of payload.

close the control loop

ppm-stable foil resistors and current-sense components keep motor drives and analog front ends precise across temperature and time.

validate the platform

miniature data acquisition captures force, shock, and motion profiles from bench characterization through whole-robot validation.

Explore the Verticals

four verticals. one sensing partner.

each robotics and physical AI vertical draws on the same four VPG divisions, applied to a different set of end-customer challenges.

01
humanoid robotics

physical ai platforms · per-joint torque sensing

02
industrial automation

cobots · cnc · smart factory feedback loops

03
surgical robotics

surgical manipulator force control · orthopedic · minimally invasive

04
automotive EV assembly

EV production line QC · battery assembly test

01 · vertical

humanoid robotics

humanoid platforms only work when every joint knows how hard it is pushing. VPG supplies the force, torque, and current sensing that lets a 30 kg arm register 50 grams of contact and act on it.

Robot arm
End-Customer Applications
physical ai platforms per-joint torque sensing
Matching Products Across VPG
VPG Force Sensors 

miniature load cells and joint-torque transducers that give actuators a true sense of contact force across the full range of motion.

vpgforcesensors.com →
Micro-Measurements 

custom strain-gage patterns bonded into actuator flexures for compact, low-drift per-joint torque feedback.

micro-measurements.com →
VPG Foil Resistors

low-tcr current-sense resistors that keep motor-drive control loops stable to ppm-level precision.

vpgfoilresistors.com →
Diversified Technical Systems

compact multi-channel data acquisition for actuator characterization and whole-robot validation.

dtsweb.com →
02 · vertical

industrial automation

cobots, cnc, and smart factories run on tight feedback loops.

VPG sensing closes those loops, from end-effector force to spindle load to servo current.

End-Customer Applications
cobots cnc smart factory feedback loops
Matching Products Across VPG
VPG Force Sensors

force sensors for cobot end-effectors, press-fit monitoring, and collaborative-safety force limiting.

vpgforcesensors.com →
Micro-Measurements

strain-gage instrumentation for spindle load, fixture force, and machine-health monitoring.

micro-measurements.com →
VPG Foil Resistors

precision shunts and dividers for servo-drive current sensing and regenerative braking.

vpgfoilresistors.com →
Diversified Technical Systems

rugged data loggers for line commissioning and feedback-loop tuning.

dtsweb.com →
03 · vertical

surgical robotics

surgical robots translate a surgeon's intent into sub-millimeter motion. that demands force feedback measured in fractions of a newton, inside sterilizable assemblies.

Surgical robotics
End-Customer Applications
surgical manipulator force control orthopedic minimally invasive
Matching Products Across VPG
VPG Force Sensors

sub-newton force transducers for haptic feedback in minimally invasive and orthopedic robotics.

vpgforcesensors.com →
Micro-Measurements

medical-grade strain gages for instrument-tip force sensing within sterilizable assemblies.

micro-measurements.com →
VPG Foil Resistors

ultra-stable resistors for low-noise analog front ends in surgical control electronics.

vpgfoilresistors.com →
Diversified Technical Systems

miniature DAQ for pre-clinical force-profile capture and device validation.

dtsweb.com →
04 · vertical

automotive ev assembly

EV lines weld, press, and stack battery modules at volume,

every step verified by force. VPG sensing brings renowned

reliability to the assembly floor.

End-Customer Applications
ev production line qc battery assembly test
Matching Products Across VPG
VPG Force Sensors

load cells for battery-module press, stack force, and end-of-line torque quality control.

vpgforcesensors.com →
Micro-Measurements

strain gages qualified for production test and weld-force monitoring.

micro-measurements.com →
VPG Foil Resistors

qualified current-sense resistors for battery pack-test and charger stations and testing.

vpgfoilresistors.com →
Diversified Technical Systems

crash and impact DAQ carried from automotive safety into assembly validation.

dtsweb.com →

need sensing sized for your platform?

our application engineers speak robotics.