Capability Graph Explorer

300,000 RMB parcel-sorting robot

An industrial robot-arm sorting cell that commits to a vacuum-suction end-effector, a single robot arm, a single vision system, and a conveyor-based induction. Targets approximately 300,000 RMB total system cost for logistics parcel sorting. Per ADR-0004, alternative architectures (e.g. a mechanical-gripper end-effector) live as sibling Product nodes under the affordable_small_warehouse_automation capability rather than as intra-product routes.

Maturityprototype · 59/100as of: 2026-04
TargetCost target: Approximately the entry-level total system cost target (see total system cost metric for the authoritative value) · Scale: single logistics sorting cell or small line segment
🎯 Top blockers (click to focus)
  1. Parcel pick-and-place execution subsystemPrototype
  2. Conveyor integrationEarly deployment
  3. Sorting decision systemCommercially available

Investor answer panel

Candidate exposure is graph-linked, not a confirmed BOM, market-share ranking, or investment recommendation.

  • Top risk bottleneckHeat 48/100

    Parcel pick-and-place execution subsystem

  • Cost gap

    169,079 RMB over target

  • Throughput constraints3

    PLC and WCS integration, Parcel detection and tracking, Parcel induction and spacing control

    Current: p50 1,500 (range 325–1,800) parcels/hourTarget: 1,500 parcels/hour

    Throughput status: p50 is at or above target; listed nodes are throughput-sensitive constraints, not a quantified shortfall attribution.

    Constraint types: Integration / commissioning, Technical maturity, Component availability, Capacity / scale

  • Top cost driver160k RMB

    Industrial robot arm body

    Candidate exposure: FANUC (China industrial robot sales share: 10.3 % · Public listing: 6954.T); Estun Automation (China industrial robot sales share: 9.1 % · Public listing: 002747.SZ); Inovance Technology (China general servo market share: 27.6 % · Public listing: 300124.SZ); ABB Robotics (Reference picking accuracy: 99.5 % · Public listing: ABB / ABBN.SW; signed sale of Robotics division to SoftBank expected around mid-2026); Yaskawa Electric (China general servo market share: 7.2 % · Public listing: 6506.T)

  • Top startup opportunities3
  • #1 PLC and WCS integrationOpportunity score 29
    Heat: 11/100Cost signal: 43.7k RMB
    Integration / commissioning

    Candidate exposure: Siemens (China general servo market share: 11.1 % · Public listing: SIE.DE); Rockwell Automation (Public listing: ROK · FY2025 Intelligent Devices sales: 3.756 USD billion); Schneider Electric (FY2025 Industrial Automation organic growth: 3 % · Public listing: SU.PA); Mitsubishi Electric (Mitsubishi Electric datacom laser share (EML/DFB, global): 20 % · Public listing: 6503.T); Honeywell Intelligrated (Public listing exposure: HON · 2024 Warehouse and Workflow Solutions revenue: 1,000 USD million)

    standardized robot-cell PLC/WCS adapters, fault-recovery playbooks, and commissioning diagnostics for parcel automation integrators.

  • #2 Reducer lubrication and life testingOpportunity score 26
    Heat: 8/100Cost signal: 26k RMB
    Technical maturityMaintenance / operations

    Candidate exposure: Nabtesco (Global robot-joint precision reducer share: 60 % · Public listing: 6268.T); Harmonic Drive Systems (Public listing: 6324.T); Leaderdrive (Public listing: 688017.SH); Shuanghuan Transmission (Public listing: 002472.SZ)

    independent reducer life-test, grease-interval, and backlash-growth qualification services for lower-cost robot-arm suppliers. transactability=must_build (agent backfill 2026-06-10, needs review): reducer-vendor internal process; life-test know-how is the moat

  • #3 Parcel induction and spacing controlOpportunity score 23
    Heat: 3/100Cost signal: 12.1k RMB
    Integration / commissioningComponent availabilityCapacity / scale

    Candidate exposure: Wayzim (Cross-belt sorter claimed sorting accuracy: 99.99 % · Public listing: 688211.SH); Interroll (Public listing: INRN.SW); Dematic / KION (Public listing exposure: KION Group KGX.DE · FY2025 Supply Chain Solutions revenue: 3,071.4 EUR million); Daifuku (Public listing: 6383.T); Honeywell Intelligrated (Public listing exposure: HON · 2024 Warehouse and Workflow Solutions revenue: 1,000 USD million)

    retrofit induction/gapping controls and exception-recovery software that raise usable pph without replacing the whole sortation line. transactability=must_build (agent backfill 2026-06-10, needs review): sortation integrator core control logic

Rolled-up cost

p50 469,079 (range 239,650–946,705) RMB Cost coverage complete

Coverage gap: 0 of 97 subsystems lack cost data

from children × 1.15: p50 469.1k RMB

Target: 300,000 RMB · as of 2025

Earliest cost as-of: 2025

Bottom-up sum of subsystem cost metrics with a 15% per-layer integration overhead. Subsystems missing cost data contribute 0 — see coverage gap below.

Candidate manufacturers / investable exposure

candidate organizations linked by manufactured_by; unreviewed entries are not confirmed market leaders

  • ABB RoboticsReference picking accuracy: 99.5 % · Public listing: ABB / ABBN.SW; signed sale of Robotics division to SoftBank expected around mid-2026

    Investor relevance: closest public reference for an industrial robot-arm parcel-induction module, but its positioning is higher-end than the 300,000 RMB target. listing backfill 2026-06-10 (agent, needs review)

  • WayzimCross-belt sorter claimed sorting accuracy: 99.99 % · Public listing: 688211.SH

    Investor relevance: one of the closest listed China suppliers for robotic parcel infeed plus conveyor sortation; price point and delivered unit economics still need field evidence. listing backfill 2026-06-10 (agent, needs review)

  • Dematic / KIONPublic listing exposure: KION Group KGX.DE · FY2025 Supply Chain Solutions revenue: 3,071.4 EUR million

    Investor relevance: downstream and integration exposure; usually larger-system supplier rather than low-cost single-cell component vendor. listing backfill 2026-06-10 (agent, needs review)

  • Honeywell IntelligratedPublic listing exposure: HON · 2024 Warehouse and Workflow Solutions revenue: 1,000 USD million

    Investor relevance: WES/WCS and sortation integration exposure; exact exposure to low-cost Chinese parcel cells is uncertain. listing backfill 2026-06-10 (agent, needs review)

Required Modules

  • Vision / barcode / label recognition
  • Parcel detection and tracking
  • Parcel pick-and-place execution subsystem
  • Conveyor integration
  • Sorting decision system
  • Safety system
  • Mechanical structure
  • Maintenance workflow
  • Cost-optimized hardware stack

Key Metrics

  • Total system costas of: 2025
    Target: 300,000 RMB
  • Parcels per hour
    Current: p50 1,500 (range 325–1,800) parcels/hourTarget: 1,500 parcels/hour
  • Sorting accuracy
    Current: p50 99 (range 98–99.5) %Target: 99 %
  • Allowed parcel weight range
    Current: 0.003-35 kg adjacent benchmark envelope; v0 target remains 0.05-25 kg mixed parcelsTarget: 0.05-25 kg
  • Allowed parcel size range
    Current: 76 x 76 x 2.5 mm to 700 x 700 x 1200 mm adjacent benchmark envelope; v0 target longest dimension up to 700 mmTarget: longest dimension up to 700 mm
  • Failure / jam rate
    Current: p50 10 (range 1–20) events/1000 parcelsTarget: 10 events/1000 parcels
  • Human intervention rate
    Current: p50 1 (range 0.5–4) %Target: 1 %
  • Installation time
    Current: p50 5 (range 1–7) daysTarget: 7 days
  • Maintenance costas of: 2025
    Current: p50 24,000 (range 12,000–45,000) RMB/yearTarget: 18,000 RMB/year
  • Payback period
    Current: p50 36 (range 24–48) monthsTarget: 24 months

Bottlenecks

  • Controlled machine-vision lighting
  • Low-cost real-time vision compute integration
  • Vision latency budget and timestamping
  • Barcode / OCR no-read recovery
  • Parcel detection and tracking
  • Conveyor integration
  • Conveyor speed encoder tracking
  • Parcel induction and spacing control
  • Parcel singulation and metering
  • Dynamic gap control logic
  • Induction exception recovery
  • Jam detection and recovery
  • Maintenance workflow
Evidence
  • Initial target definition for a 300,000 RMB parcel sorting cellType: internal noteStatus: reviewedconfidence: medium
    Source: Project initialization documentDate: 2026-04-26

    Defines the first product node, core modules, key metrics, and intended closed-loop demo for low-cost parcel sorting.

    Limitations: Internal planning evidence only; not a field benchmark or vendor-verified cost.

  • Vendor claims for modular parcel sorting cells and conveyor divertersType: vendor claimStatus: unreviewedconfidence: low
    Source: Representative vendor materials to be reviewedDate: 2026-04-26

    Placeholder evidence for commercially available sorting cell components and diverter-style routes.

    Limitations: Unreviewed vendor-style claim; needs replacement with specific product pages, quotes, and field cases.

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