Research and pilot

reRobotics

Second-life robotics, engineered in the United States.

reRobotics develops AI-guided, non-destructive disassembly and refurbishment for retired robots. We are building it with university and research partners, and plan a US base to take retired fleets apart, recalibrate them and return them to work.

FChassis and drive wheelsEBattery and wiring harnessDMainboard and sub-boardsCLift moduleBOuter shell and bump sensorsATray and lift plate
Fig. 1A retired warehouse drive unit, separated into its recoverable assembliesSwipe to view the full diagram
Research partners
CUNY, RPI and research institutions
Planned
US robot disassembly and refurbishment base
First target
Retired warehouse drive units (AMRs)

Why it matters

A robot is worth more taken apart carefully.

Warehouse, factory and service robots are retiring in growing numbers. Their servo motors, reducers, lidar, controllers and battery packs keep most of their value, but only if they come out intact and go back in calibrated.

A fast-growing refurbishment market

The repair, refurbishment and recycling market for logistics robots was an estimated $1.9–2.6 billion in 2023 and is projected to reach $8–11 billion by 2030. Refurbished units typically sell at 40–60% of the price of new.

Manual teardown destroys value

Generic scrappers strip robots by weight. Precision gearboxes, connectors and sensors are damaged on the way out, and OEM software locks turn good parts into scrap.

Data and components must stay onshore

Retired robots carry site maps, edge models and control firmware. US buyers increasingly expect them to be wiped, re-certified and traced inside the country.

Market figures are Circunar estimates (2025).

The system

Perception-guided disassembly, from cloud to cell.

Each refurbishment cell combines multimodal perception, robotic disassembly tools and a digital passport for every unit, coordinated across cloud, local and edge layers.

  1. 1

    Cloud

    Product digital passport with disassembly difficulty, condition and bill of materials; AI model management with online and offline learning; task scheduling, monitoring and access control.

  2. 2

    Local server (MES)

    Local data preprocessing, safety management, task allocation and data relay. Simulation and augmented reality validate each procedure before it runs.

  3. 3

    Edge control

    Path planning and task coordination for the disassembly arms, with state management, position monitoring and encrypted telemetry.

  4. 4

    Refurbishment cell

    Robot arms and disassembly tools, RGB-D cameras, LIBS spectral analyzers for material identification, safety light curtains and thermal and smoke sensors.

Fastener and connector recognition

Screws, connectors and wire harnesses are classified and their 6D pose estimated from RGB, depth and point-cloud data, so the arm can reach and release them without damage.

Synthetic plus real training data

Models train on rendered synthetic datasets and real captures from the cell, then fine-tune as each new robot model arrives.

Material identification

LIBS spectral analysis identifies alloys and materials, so every recovered part goes to the right reuse or recycling stream.

Refurbishment scope

What we restore.

  • Servo motors and reducers

    Rewinding, bearing replacement, backlash and torque calibration

  • Lidar and sensors

    Recalibration and re-certification

  • Controllers and compute

    Firmware reflash and full data wipe

  • Battery packs

    Grading and BMS rebalancing, routed through reBattery

  • Chassis and structure

    Inspection, wear-part replacement and refinishing

Refurbished robots go to buyers who could not afford new ones, such as smaller manufacturers, farms and regional warehouses, or back into Circunar-managed fleets under CPO standards.

Research partnership

Built with university labs.

Circunar works with CUNY, RPI and other research institutions on the hard problems of robotic disassembly: perception, manipulation planning, remaining-useful-life estimation for motors and gearboxes, and training for refurbishment technicians.

  1. Now

    Joint research projects and a pilot disassembly cell with university partners.

  2. Next

    A US disassembly and refurbishment base (planned), starting with retired warehouse drive units.

  3. Then

    Extend to multi-axis arms and service robots, and feed certified units into CPO and second-life markets.

Partner with reRobotics

Research institutions, fleet owners and OEMs: tell us about your robots, lab or retired inventory.

Contact Circunar