Turn affordable robots into

production-grade machines

Turn affordable robots into

production-grade machines

Calibration and control software that improves accuracy, tracking,

and dynamic performance on low-cost robotic hardware.

Turn affordable robots into

production-grade machines

Calibration and control software that improves accuracy, tracking,

and dynamic performance on low-cost robotic hardware.

Deployment infrastructure for the

Deployment infrastructure for the

next generation of Physical AI

next generation of Physical AI

PRODUCTS

Motion performance for modern robotics

Motion performance for modern robotics

One software stack that improves calibration and accuracy, motion control, robot-to-robot variation, and sim-to-real mismatch.

Shaper

Vibration control

Every robot flexes. Shaper predicts and cancels vibration before it starts.

• Increase robot lifespan.

• Double speed.

• Settle 50% faster.

• Prove stability before deployment.

Stop tuning. Start shipping.

Joint Tracker

Toolpath accuracy

Maintain precise toolpath tracking with per-robot calibration and control.

• Up to 10x more accuracy.

• Move faster without drift.

• Minimize path corrections.

• Take on precision tasks.

KineCal

Kinematic calibration

Measure manufacturing tolerance errors in your robot and increase positional accuracy by 3–5x.

• Cut waypoint teaching time.

• Commission cells faster.

• Make programs portable.

• Calibration in 10 minutes.

• No external metrology required.

Zero

Backlash compensation

Minimize QDD servo backlash and increase positional accuracy by 5–8x.

• Increase repeatability and path fidelity.

• Commission cells faster.

• Extend useful robot performance.

• Reduce actuator cost.

Twin

High-fidelity digital model

Embed your calibrated robot model and controller in simulation environments to capture real-world physics.

• Increase compatibility between sim and real.

• Reduce reliance on real-world training data.

• Evaluate model safety and performance.

• Compatible with NVIDIA Isaac Sim and MuJoCo.

HOW IT WORKS

Three steps to improve robot performance

Three steps to improve robot performance

One command to calibrate. One to identify. One to control.

Calibrate

A calibration routine and onboard robot sensors are used to record data using a configurable SDK.

Model

A deterministic model of the robot’s mechanical and electrical dynamics is created via an API call.

Control

Compute optimized robot commands using the user-defined toolpath, dynamic model, and SDK.

Calibrate

A calibration routine and onboard robot sensors are used to record data using a configurable SDK.

Model

A deterministic model of the robot’s mechanical and electrical dynamics is created via an API call.

Control

Compute optimized robot commands using the user-defined toolpath, dynamic model, and SDK.

APPLICATIONS

Deploy $10k robots that perform like $30k robots

Deploy $10k robots that perform like $30k robots

Boosts ROI on both the top and bottom lines by increasing precision and productivity with cost-effective hardware.

Teleoperation

Enable more reliable data collection and repeatable execution—so training runs translate cleanly into real deployments.

Teleoperation

Enable more reliable data collection and repeatable execution—so training runs translate cleanly into real deployments.

Welding

Elevate welding stability and path fidelity at higher feed rates, helping customers hit tighter tolerances with confidence.

Welding

Elevate welding stability and path fidelity at higher feed rates, helping customers hit tighter tolerances with confidence.

3D Printing

Maintain consistent nozzle positioning at speed to improve layer uniformity, edge definition, and feature accuracy.

3D Printing

Maintain consistent nozzle positioning at speed to improve layer uniformity, edge definition, and feature accuracy.

Painting

Deliver smoother motion for uniform coatings at higher throughput, improving finish quality and transfer efficiency.

Painting

Deliver smoother motion for uniform coatings at higher throughput, improving finish quality and transfer efficiency.

Inspection

Improve scan and probe consistency for faster, cleaner measurements and higher confidence metrology on the line.

Inspection

Improve scan and probe consistency for faster, cleaner measurements and higher confidence metrology on the line.

Liquid-Handling

Increase dispense precision and repeatability for lab automation workflows, unlocking higher throughput with consistent results.

Liquid-Handling

Increase dispense precision and repeatability for lab automation workflows, unlocking higher throughput with consistent results.

Assembly

Enhance precision insertion and fastening motions to reduce cycle time and improve first-pass yield in tight-tolerance assembly.

Assembly

Enhance precision insertion and fastening motions to reduce cycle time and improve first-pass yield in tight-tolerance assembly.

Dream Build

Adaptable across motion-critical workflows, this precision layer supports new applications as automation opportunities grow.

Dream Build

Adaptable across motion-critical workflows, this precision layer supports new applications as automation opportunities grow.

See what Reforge can improve on your robot

Bring one representative trajectory or error dataset. We’ll identify the relevant product, required inputs, and a bounded evaluation plan.

See what Reforge can improve on your robot

Bring one representative trajectory or error dataset. We’ll identify the relevant product, required inputs, and a bounded evaluation plan.

Reforge Robotics

100 Speedway Drive, Suite 445B

San Leandro, California 94609

Reforge Robotics

100 Speedway Drive, Suite 445B

San Leandro, California 94609