™ NEURIS™ Warehouse software platform · WMS · WES · WCS · 3D Digital Twin · AI

One platform.
Every layer automated.

NEURIS is an AI-powered unified software stack for automated warehousing — from ERP instruction down to PLC action, in one flow. No integration seams, no per-device host software, no data that goes stale between layers.

NEURIS is an AI-powered unified software stack for automated warehousing, developed by EfficientX Asia. It has five layers, bought separately and designed together: Neuris WMS for warehouse management, inventory, customs and billing; Neuris WES, the warehouse execution system that orchestrates task flow across automated equipment; Neuris WCS, the warehouse control system that dispatches to stacker cranes, 4-way shuttles, AGVs, robot arms and conveyors over OPC UA, Modbus TCP, S7, MQTT and Socket; the Neuris 3D Digital Twin, a live 3D replica of the physical warehouse; and Neuris AI, the intelligence layer that reads all of them. Built for cold chain, bonded warehousing, 3PL and manufacturing across Asia, it runs from ERP instruction down to PLC action in one flow.

5
layers, one stack
43
functional modules
19
device types controlled
Multi-language
Multi-currency
Engineered in Malaysia
ISO 9001 CE · EN 70% local component sourcing 2 cold chain deployments PIPL-ready
The five-layer platform

Five layers of warehouse software — WMS, WES, WCS, 3D Digital Twin and AI

A warehouse software stack is the set of systems that run a warehouse. NEURIS is five of them in one product: WMS for inventory and orders, WES for task orchestration, WCS for device control, a 3D digital twin for live visualisation, and an AI layer over all four.

Most warehouses run a WMS from one vendor, a WCS from another, and hold the gap together with spreadsheets and phone calls. NEURIS closes that gap by owning both sides of it — renders the result as a live 3D twin, and puts an intelligence layer on top that reads all of them.

Where it comes from

NEURIS is not a first-generation product. The stack was built in China and is in live operation across multiple automated warehouse deployments there — multi-temperature cold chain, bonded and customs-controlled facilities, AS/RS and 4-way shuttle sites.

EfficientX Asia holds the technology transfer for the platform and localises it for Asian markets — regulation and customs procedure, languages and multi-currency, the equipment brands actually installed in the region, and the operating practices local warehouses run on. Implementation and support are delivered from Kuala Lumpur.

4
business blueprints, 187 pages combined
40+
localisation areas across regulation, language and equipment
19
device types under one control platform
Neuris WMS
Warehouse management system — owns inventory, inbound and outbound, stocktaking, customs declaration, financial billing and multi-owner settlement.
Neuris WES
Warehouse execution system — the orchestration hub that turns WMS business instructions into coordinated tasks across automated equipment.
Neuris WCS
Warehouse control system — breaks work orders into device-executable commands across 19 device types and five industrial protocols.
Neuris 3D Digital Twin
A live 3D replica of the physical warehouse, rendered from WCS telemetry and refreshing at 2 Hz.
Neuris AI
The intelligence layer on top — forecast and scheduling, inventory and loss control, and commodity price analytics, reading all four operational layers.

Layer explorer

Warehouse management, execution and control — start where your problem is

WMS, WES and WCS are three different jobs. A warehouse management system decides what should happen. A warehouse execution system turns that decision into coordinated tasks across equipment. A warehouse control system turns tasks into device-level commands. NEURIS supplies all three, bought separately.

Pick a layer — the intelligence layer sits at the top, and each one cross-links to its neighbours so you can see exactly where the handover happens.

Deep-link any layer with ?layer=wes and share it directly.

Neuris AI — the intelligence layer

An AI analytics and agent platform for cold chain and commodity trading. It reads the whole stack, not one database — so forecasts, loss warnings and trading advice are grounded in operational reality rather than last month's export.

96% scheduling coverage 82% labour utilisation 73% price-interval hit 3 engines 6 ingestion channels

Three product entrances

  • AI Assistant — natural-language Q&A, paste-to-analyse, in-chat charts, auto reports. For ops, procurement and trading.
  • Decision Copilot — core KPIs, real-time alert centre, capacity and load. For the GM and operations director.
  • Web Admin — data onboarding, source configuration, model and permission control. For administrators.

Three engines

  • Forecast & Scheduling — volume prediction driving shift plans and overtime
  • Inventory & Loss — turnover and ageing analysis, cold chain break monitoring, batch risk scoring, auto work-orders
  • Commodity Price — interval and direction forecasting, factor weighting, strategy cards
Neuris AI Assistant answering a warehouse forecast question in natural language, with a Reports sidebar showing a 7-day inbound forecast and a historical inbound bar chart.
AI Assistant — a forecast question answered in plain language, with caveats, a recommended next step, and the underlying charts generated alongside it.
Neuris AI business volume forecast dashboard showing 14-day inbound volume forecast with P10-P90 confidence band, SHAP factor contribution chart and model performance metrics MAPE 12.3 percent and WAPE 10.7 percent.
Business Volume Forecast — 14-day outlook with a P10–P90 confidence band, the factors driving the prediction, and live model accuracy.

Neuris WMS — the business brain

An enterprise warehouse management platform for cold chain logistics, bonded warehousing and 3PL. It owns the full business chain — inbound, outbound, inventory, stocktaking, transfer, ownership transfer, returns, customs declaration, financial billing and node control — across multiple owners and multiple account sets in one warehouse.

6 differential ledgers 10 biz types, idempotent FEFO engine · 4 temp zones 8 customs declaration types 25 backend modules 34 document types

What it solves

  • Cold chain expiry — FEFO sorting, near-expiry alerts, expiry freeze
  • Bonded business not closed-loop — customs messages auto-linked to stock
  • Untraceable inventory changes — unified stock record service, five-layer audit
  • Multi-account-set chaos — ledger stock = physical stock + diff, six diff ledgers

Built on

  • Vue 3 + Spring Boot 3.2 + MySQL 8.0
  • 64 frontend routes · 40 i18n namespaces
  • 2,579 i18n entries, multi-language ready
  • JWT + refresh token · RBAC · multi-tenant isolation
Neuris WMS dashboard showing 438,380 total stock, inbound and outbound trend chart, warehouse utilisation gauge, stock by zone donut, stock by owner bar chart, low-temperature alert centre and recent inbound orders.
WMS dashboard — total stock, inbound/outbound trend, warehouse utilisation, stock split by zone and by owner, and the low-temperature alert centre.

Neuris WES — the execution layer

The automated cargo-orchestration hub between WMS and WCS. It receives business instructions upstream, generates inbound and outbound tasks, and converts them into device-level action downstream — closing the last-mile gap between business intent and machine movement.

10 modules · 4 tabs 30 tasks 19 devices 5-level space hierarchy No-code strategy engine

Five gaps it closes

  • WMS cannot manage automated locations — five-level hierarchy plus strategy engine assigns the slot
  • Data gap between WMS and WCS — order, inventory, location and device form one loop
  • Hard multi-device coordination — global task pool sequences shuttles, lifts and conveyors
  • Slow site response — live map with direct lock, unlock and move
  • High integration cost — standard RESTful API up to WMS/ERP, down to WCS

Measured outcomes

  • Inbound / outbound efficiency up 20–40%
  • WMS customisation cost down 30–50%
  • Find-goods time up 90% · inventory accuracy over 99.5%
  • Manual scheduling down 80%
  • Anomaly response: hours to minutes
Neuris WES integration screen showing 19 total WES tasks, 5 total equipment items, 83.76 percent task CPU usage and 5 percent computation load, above a task monitoring table listing WES tasks with owner, plan quantity and execution quantity.
WES task monitoring — live task and equipment counters over the dispatch queue, with strategy and execution quantity per task.

Neuris WCS — the control layer

The control hub of smart warehousing. It receives work orders from WMS, WES and ERP and breaks them into device-executable actions across stacker cranes, shuttles, 4-way shuttles, AGVs, robot arms, palletizers, wrappers and conveyors — replacing every device's standalone host software with one web platform.

9 functional modules 5 protocols Device utilisation +40% MTTR −60% Failover under 10s

What it solves

  • Multi-device coordination — unified dispatch engine, main/sub task model, path planning
  • Invisible device state — real-time monitoring, four-level alerts, auto-push
  • Isolated host computers — one web platform for dispatch, config, logs and monitoring
  • Opaque task execution — full lifecycle traceability from create to complete

Engineering

  • Vue.js 2.x + Spring Boot 2.x · MySQL 8.0 + Redis
  • OPC UA · Modbus TCP · S7 · MQTT · Socket
  • WebSocket push under 100 ms · PLC command under 50 ms wired
  • HA dual-host hot standby · zero data loss
  • Digital twin map at 2 Hz refresh
Neuris WCS digital twin showing a 3D rendered warehouse with racking, stacker crane and shuttle positions, alongside live device counters and an equipment status breakdown.
WCS digital twin — 3D racking and equipment positions rendered live, with device counters and status breakdown beside the map.

Neuris 3D Digital Twin — the visual layer

A live 3D replica of the physical warehouse, rendered from the same device telemetry the WCS dispatches on. Racking, stacker cranes, shuttles and AGVs are drawn where they actually are and move as they move — so an operator can see the building's state instead of inferring it from a table of device codes.

Digital twin enabled 2 Hz position refresh Full racking + equipment model Live device counters Runs on WCS telemetry

What it shows

  • Layout as built — racking rows, aisles, levels and bays modelled to the real building, not a schematic
  • Equipment in motion — stacker cranes, 4-way shuttles and AGVs rendered at their live positions
  • Device health overlay — status, utilisation and fault state colour-coded onto the model itself
  • Task flow — active work orders traced along the path they are physically travelling

Why it matters

  • Turns device telemetry into something a shift supervisor can read in one glance
  • Locates a fault on the building, not in a log — cutting the time to find it
  • Gives commissioning and training a safe model to rehearse against
  • Exports the layout view for planning the next expansion
Neuris 3D Digital Twin console. A top navigation bar shows the platform name, module tabs for data cockpit, 3D scene, device management, inventory management, user management and system management, the signed-in administrator and the date. Below it, a three-dimensional model of the warehouse renders racking rows, aisles, conveyors and a selected vehicle in a live view. A left column carries inventory alerts and stock statistics: 53 percent location occupancy, 1105 total stock, 3070 pallet locations, 4051 consignment locations, 94 inbound pallets and 280 outbound pallets. A right column lists monitored aisles and a device ledger with counts for stacker cranes, cameras, automated palletising machinery, four-way shuttles, conveyors and lifts.
3D Digital Twin — one console carrying the tabbed module structure, the live model, and the numbers behind it: 53% location occupancy on 1,105 units of stock, today's inbound and outbound pallet counts, and a device ledger of 485 conveyors, 102 cameras and 21 four-way shuttles drawn onto the building itself.
Neuris AI

Warehouse AI that answers questions and forecasts demand

Neuris AI is an intelligence layer that reads the other four layers. It runs three engines — forecast and scheduling, inventory and loss control, and commodity price forecasting — and answers questions in plain language. It is an add-on, so it can sit on top of an existing WMS.

Neuris AI is the intelligence layer that sits across the WMS, WES, WCS and the 3D digital twin. It is an add-on, not a replacement — and it works on whatever you already run, because it ingests six different ways.

96%
scheduling coverage
82%
labour utilisation achieved
73%
price-interval hit rate
80%
commodity price direction accuracy
Engine 01

Forecast & Scheduling

Predicts inbound and outbound volume, then builds shift plans from it — early, mid and night shifts, overtime levels, peak support. People when it is busy, nobody idle when it is quiet.

Engine 02

Inventory & Loss

Turnover and ageing analysis with replenishment advice. Cold chain break monitoring scores every batch on fragility, break duration, age and remaining shelf life, then raises work-orders automatically. Loss becomes controllable, not discovered after the fact.

Engine 03

Commodity Price

Interval and direction forecasting weighted across futures, spot, supply-demand index, customs unit price, FX and weather. Outputs a strategy card rather than a raw number.

Neuris AI Assistant answering a warehouse forecast question in natural language, with a Reports sidebar showing a 7-day inbound forecast and a historical inbound bar chart.
Neuris AI Assistant A question about next week's inbound volume, answered with the stable baseline, the confidence band, the historical context, an explicit caveat about what the model cannot tell you, and a recommended next step — with the charts generated alongside the answer.

Six ingestion channels

  • Paste a report — AI parses and ingests it
  • File import — SFTP and directory watch
  • Direct database — incremental sync with WMS / ERP
  • API — key-authenticated third-party interface
  • IoT — MQTT real-time temperature and equipment
  • Manual forms — for sparse data

Every source is quality-checked

  • Format, logic, completeness and continuity validated on ingest
  • Quality reports per source
  • Anomalies traceable, fixable and auditable
  • Analysis sits on clean data, so conclusions hold up in a meeting
Industries

Warehouse software for cold chain, bonded and 3PL operations

NEURIS came out of cold chain and bonded warehousing — the two environments where off-the-shelf warehouse software fails hardest.

Cold chain & pharmaceutical

Multi-temperature zones from −25 °C frozen through chilled and transitional to ambient. FEFO expiry engine with batch traceability, three-level alerts and IoT break monitoring that produces work-orders instead of incidents.

3PL & multi-owner warehouses

Multiple owners co-warehousing under one roof, each with independent strategies, isolated data and owner-based billing. Internal, external, customs, park, finance and owner ledgers reconcile to one physical truth.

Bonded & customs-controlled warehouses

Eight declaration types linked directly to stock movement. Bonded accounts deduct automatically, so the customs position is never a month behind the physical one.

Manufacturing & production line

MES linkage for JIT material delivery to the line, automatic finished-goods putaway and line-side storage. High-bay storage for appliances, auto parts, chemicals, cold food and electronics.

E-commerce & retail distribution

High-throughput order fulfilment with cross-device task orchestration, sorter control and real-time capacity visibility. Peak handling without peak headcount.

Commodity trading

Price-interval and direction forecasting across futures, spot, supply-demand, customs and FX. Evidence for procurement timing rather than intuition.


Selected deployments

Cold chain and logistics automation projects in delivery

Both projects are in delivery. Customer names are withheld until commissioning consent is granted — reference contacts available on request.

01
Cold chain food manufacturer
Malaysia
In delivery
Scale & environment
5,000 pallet locations
−25 °C frozen · 24 m high bay
Throughput
150 pallets / hour
9 × 4-way shuttle
Commissioning Apr 2027
02
Logistics service provider
Penang, Malaysia
In delivery
Scale & environment
1,700 / 2,880 pallet locations
Ambient · multi-owner
Throughput
120 pallets / hour
3–8 × 4-way shuttle
Commissioning Dec 2026
Deployment & integration

ERP, SAP and PLC integration without replacing your systems

NEURIS integrates upward to ERP, SAP, MES and TMS, and downward to PLCs. Upward it uses standard REST APIs with webhook status callbacks. Downward it speaks OPC UA, Modbus TCP, S7, MQTT and Socket. No existing system has to be replaced for it to work.

NEURIS connects upward to ERP, SAP, MES and TMS, and downward to mainstream PLCs. Nothing about your existing stack needs to be replaced for it to work.

Deployment

SaaS subscription ready to use, or private deployment with data staying in-domain. Full implementation service from assessment to connection, configuration, pilot, training and optimisation.

Integration

Standard REST API to WMS, WES and ERP, plus webhook status callbacks. PLC layer via OPC UA, Modbus TCP, S7, MQTT and Socket — mainstream PLC brands supported.

Language & currency

Multi-language and multi-currency, so cross-border stakeholders read the same numbers.

Security & compliance

JWT with refresh, RBAC down to module level, multi-tenant isolation, five-layer audit log, optimistic locking and rate limiting. PIPL-compliant handling.

WMS stack
Vue 3 Spring Boot 3.2 MySQL 8.0
WES stack
Java MySQL 8.0+ — Windows Server 2022+, CentOS 7.0+ or Docker
WCS stack
Vue.js 2.x Spring Boot 2.x MySQL 8 Redis — WebSocket push under 100 ms
Availability
HA dual-host hot standby, failover under 10 seconds, zero data loss
Device coverage
Stacker crane · shuttle · 4-way shuttle · lifter · conveyor · AGV · robot arm · palletizer · wrapper · sorter · charger
Certifications
ISO 9001 · CE · EN
Resources

Warehouse software blueprints and technical documentation

The four business blueprints behind NEURIS are detailed engineering documents, not marketing brochures — module inventories, protocol specifications, data models and measured outcomes, written by the team that built the platform.

Blueprint v2.4

Neuris WMS

Warehouse management blueprint — 25 backend modules, 34 document types, six differential ledgers, FEFO expiry across four temperature zones, eight customs declaration types and multi-owner settlement. 54 pages.

Request copy →
Blueprint v2.0

Neuris WES

Warehouse execution blueprint — 10 modules across four tabs, 30 task types, 19 device types, a five-level space hierarchy and a no-code strategy engine. Includes the RESTful API contract used to integrate upward to WMS/ERP and downward to WCS. 53 pages.

Request copy →
Blueprint v1.0

Neuris WCS

Warehouse control blueprint — 9 functional modules, OPC UA / Modbus TCP / S7 / MQTT / Socket protocol bindings, task lifecycle and traceability model, alert levels and the dual-host hot standby topology. 47 pages.

Request copy →
Platform deck

Neuris AI

AI platform blueprint — the three product entrances (Assistant, Decision Copilot, Web Admin), the forecast, inventory-loss and commodity-price engines, six ingestion channels and the data quality pipeline. 33 pages.

Request copy →

Common applications

  • Cold chain warehouse management with FEFO expiry control
  • Bonded warehouse and customs declaration management
  • Multi-owner 3PL warehousing with owner-based billing
  • 4-way shuttle AS/RS and high-bay automated storage control
  • Stacker crane, AGV and conveyor dispatch from one platform
  • Warehouse digital twin for live 3D monitoring
  • Automated storage and retrieval system (AS/RS) integration
  • Warehouse labour scheduling and demand forecasting with AI
  • Commodity price forecasting for procurement timing
  • WMS, WES and WCS integration replacing standalone host software
  • ERP and SAP integration for warehouse operations
  • MES-linked just-in-time material delivery to production lines
Questions buyers ask

Warehouse software questions, answered

The questions we are asked most often in evaluation — what the platform is, how WMS, WES and WCS divide the work, and what it takes to adopt it.

What is the NEURIS Platform?

NEURIS is an AI-powered unified software stack for automated warehousing, made up of five layers: Neuris WMS (warehouse management), Neuris WES (warehouse execution), Neuris WCS (warehouse control), Neuris 3D Digital Twin (live 3D visualisation of the physical warehouse) and Neuris AI (intelligence). It runs from ERP business instruction down to PLC device action in one flow, so there are no integration seams between layers.

What is the difference between WMS, WES and WCS?

A warehouse management system (WMS) decides what should happen — inventory, orders, expiry, customs and billing. A warehouse execution system (WES) turns that business instruction into coordinated task flow across automated equipment. A warehouse control system (WCS) turns tasks into device-level commands over protocols such as OPC UA, Modbus TCP, S7, MQTT and Socket. NEURIS supplies all three as one stack, so the handovers between them are internal rather than integrations you have to build and maintain.

Can NEURIS run with our existing ERP or SAP system?

Yes. NEURIS connects upward to ERP, SAP, MES and TMS through standard REST APIs with webhook status callbacks, and downward to mainstream PLCs via OPC UA, Modbus TCP, S7, MQTT and Socket. Existing systems do not need to be replaced.

Does NEURIS support cold chain and FEFO?

Yes. Neuris WMS was built for cold chain first, with a FEFO (first-expired-first-out) expiry engine, four temperature zones spanning frozen at −25 °C through chilled and transitional to ambient, three-level alerts and batch traceability. Neuris AI adds IoT cold chain break monitoring that raises work-orders automatically when a batch is at risk.

How does NEURIS handle multiple warehouse owners?

Neuris WMS supports multiple owners co-warehousing under one roof with data isolation and independent strategies. Six differential ledgers — internal, external, customs, park, finance and owner — reconcile to one physical stock truth, and owner-based billing is generated from the same record.

How is NEURIS deployed?

Either as a SaaS subscription that is ready to use, or as a private deployment with data staying in-domain. Full implementation service is available from assessment through connection, configuration, pilot, training and optimisation. The interface is multi-language and multi-currency. High availability is provided by dual-host hot standby with failover under 10 seconds.

Where is NEURIS developed, and how mature is the platform?

NEURIS was built in China and is in live operation across multiple automated warehouse deployments there, covering multi-temperature cold chain, bonded and customs-controlled facilities, and AS/RS and 4-way shuttle sites. EfficientX Asia holds the technology transfer for the platform and localises it for Asian markets — covering regulation and customs procedure, language and multi-currency, the equipment brands installed in the region, and local operating practices — with implementation and support delivered from Kuala Lumpur. The four published business blueprints total 187 pages of module inventories, protocol specifications and data models.

Which warehouse equipment does the NEURIS WCS control?

NEURIS WCS dispatches to 19 device types including stacker cranes, shuttles, 4-way shuttles, lifters, conveyors, AGVs, robot arms, palletizers, wrappers, sorters and chargers. One web platform replaces each device's standalone host software for dispatch, configuration, logging and monitoring.

What is the Neuris 3D Digital Twin?

The Neuris 3D Digital Twin is a live 3D replica of the physical warehouse, rendered from the same device telemetry the WCS dispatches on. Racking, stacker cranes, shuttles and AGVs are drawn where they actually are and move as they move, with device health overlaid on the model. It refreshes at 2 Hz and is used for monitoring, fault location, commissioning rehearsal and expansion planning.

Can NEURIS replace our existing warehouse software?

It can, but it does not have to. Each layer is bought separately and priced separately, so a site can start with the WMS, with the WCS, or with Neuris AI added on top of an existing WMS. Because NEURIS ingests data six different ways — pasted reports, file import, direct database sync, API, IoT/MQTT and manual forms — the AI layer in particular works over whatever systems are already running.

Show us your warehouse layout. We will show you the stack.

A demo covers your actual configuration — temperature zones, equipment count, throughput target — not a generic product tour.