WMS Smart Batching
Groups compatible orders and materials by SKU, rack, and fulfillment affinity to reduce touches.
AI Platform + SimulationOne Software Layer.
One Software Layer.
Business Logic to Robot Execution.
Connect ERP, WMS, MES, robot dispatch, dashboards, and 3D simulation in one operating layer.
Software Modules
Software That Keeps the Stack in Sync
Use each module alone, or connect planning, task logic, robot control, simulation, and open interfaces in one model.
WMS / WCS / WES / MES
Warehouse Software Suite
Plan, manage, and execute warehouse flow
WMS, WCS, WES, and MES logic for inventory, fulfillment, equipment coordination, and production-side execution.
- Inventory + fulfillment logic
- WCS/WES execution control
- MES/ERP integration
- Smart batching + slotting
Robot Control System
Dispatch robots and orchestrate equipment
AI-based dispatching, traffic control, staging, and equipment interfaces for AMRs, conveyors, PLCs, elevators, and doors.
- AI-based dispatching
- Robot traffic control
- WMS/MES/ERP interfaces
- PLC + conveyor orchestration
AI Service Operations Platform
Unify your service operations
AI-powered ticketing, knowledge, and field service coordination tailored to your workflows.
- AI-powered ticketing
- Knowledge base
- Field service coordination
- Customer portal
WMS + RCS Logic
Decision Logic Meets Robot Dispatch
Keep warehouse strategy, task logic, and physical motion synchronized.
Reference Architecture
Business logic, robot control, and endpoints connected
iWMS manages orders, inventory, strategy, and statistics. RCS/CMS/AMS/WCS coordinate maps, devices, alarms, layouts, robots, algorithms, communication, and third-party interfaces.
iWMS modules for material info, orders, inventory, strategy, and statistics
RCS/CMS/AMS/WCS orchestration for maps, devices, alarms, layouts, robots, algorithms, and communication
Open interfaces to ERP, WMS, MES, endpoints, simulation, management platforms, and cloud operations
Storage Location Recommendation
Recommends locations by demand, item traits, bin availability, and rack use.
Smart Storage Allocation
Balances usability and efficiency when assigning inventory to shelves.
SKU Velocity Management
Classifies fast, medium, and slow movers so slotting and replenishment adapt as demand changes.
RCS AI-Based Dispatching
Forecasts peak task windows and pre-positions idle robots near staging areas.
RCS Flexibility and Compatibility
Connects WMS, MES, ERP, PLCs, conveyors, elevators, doors, and other site equipment.
3D Simulation
Model the Site Before Machines Move
Test routes, buffers, aisles, and throughput before field deployment.
Factory layout and aisle-network generation
AGV/AMR route, task, and traffic simulation
Throughput, congestion, and human-robot collaboration testing
Unified Architecture
From Source Systems to Physical Execution
Translate orders, inventory, production signals, and equipment status into work your site can execute.
ERP, WMS, MES, and OMS connectivity
iWMS, MCS, RCS, and task orchestration
Dashboards, reports, rendering engine, and data export
Open interfaces for robots, conveyors, scanners, PLCs, sensors, and selected equipment
Not Sure Which Module Fits?
Let us map the software layer around your operation.
Or email us at hello@dropletai.services
30-minute call · See your use case · No commitment