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Logistics and supply chain ranking

Best AI to pick items in logistics and supply chain

Identify, grasp, and place individual items with a robotic system. We reviewed 10 products from 7 companies on a 100-point evidence score. These 5 earned a place.

Updated Oct 20, 202610 products reviewed7 companies

Market noteScores reflect documented task fit, adoption evidence, product detail, pricing and market fit. Vendor claims remain unverified unless independently corroborated. Missing evidence indicates uncertainty, not poor product quality.

  1. 1

    Core™ Robotic Picking System

    by Berkshire Grey

    Explicitly integrates perception, gripping, planning and placement for robotic piece picking, with direct warehouse and logistics positioning.

    Best for broad-SKU piece picking in warehouses, ecommerce fulfillment and 3PL operations

    Task fit
    40/40
    Adoption
    0/20
    Evidence
    13/15
    Pricing
    0/15
    Market fit
    10/10
  2. 2

    OSARO Robotic Piece Picking

    by OSARO

    An explicitly AI-powered warehouse piece-picking solution, designed for variable fulfillment inventories with real-time SKU adaptation without manual programming.

    Best for high-mix fulfillment with frequent SKU changes

    Task fit
    39/40
    Adoption
    1/20
    Evidence
    12/15
    Pricing
    0/15
    Market fit
    10/10
  3. 3

    AccuPick 3D

    by SOLOMON Technology Corporation

    A smart bin-picking system claiming setup from 1–3 images and support for thousands of SKUs; supplied industry mapping explicitly includes logistics.

    Best for 3D-vision robotic bin picking across large SKU catalogsFree plan

    Task fit
    37/40
    Adoption
    1/20
    Evidence
    11/15
    Pricing
    4/15
    Market fit
    8/10
  4. 4

    AutoPallet System

    by AutoPallet Robotics, Inc.

    Small mobile robot swarms explicitly automate case picking and mixed-SKU palletization in existing warehouses, providing a direct case-level picking application.

    Best for warehouse case picking and mixed-SKU palletization

    Task fit
    35/40
    Adoption
    1/20
    Evidence
    9/15
    Pricing
    0/15
    Market fit
    10/10
  5. 5

    MujinController

    by Mujin

    Specifically manages robotic depalletizing and complex-SKU handling, with bin picking, piece picking and mixed-case fulfillment explicitly listed.

    Best for warehouse robot-control projects involving bin picking and mixed-case fulfillment

    Task fit
    35/40
    Adoption
    0/20
    Evidence
    9/15
    Pricing
    0/15
    Market fit
    10/10

We reviewed 10 candidate products from 7 companies and published 5 positions. Totals include duplicate company entries and products removed during task, market and evidence review. Each company holds at most one position.