Modern automated warehouse
Warehouse

Enhance your Warehouse with triSys AI models

End-to-end intelligence across WMS, IMS, TMS, OMS and Finance — helping you achieve and exceed industry benchmarks on accuracy, throughput and cost.

AI Models for Warehouse

Enhance your WMS

Nine AI models across palletization, packaging, picking, bin management and put-away.

Enhance your WMS

Auto Palletization

Create optimal pallet configurations to maximize space and stability.

Auto Packaging

Select the right box type and size to reduce cost and void fill.

Picking Optimization

Generate optimized pick paths to minimize travel time and distance.

Packer Optimization

Assign orders to the right packer based on skill and workload.

Bin Quantity Optimization

Recommend ideal bin quantities to avoid overstock and stockouts.

Bin Location Optimization

Best bin locations based on velocity and access frequency.

Bin Space Optimization

Maximize bin space utilization based on item dimensions and demand.

Warehouse Specs Utilization

Optimize dock doors, labor and equipment mix based on volume and SLA.

Put Away Optimization

Recommend optimal put-away locations to reduce handling time and congestion.

Industry benchmarks we help you achieve

96–97%
Inventory Accuracy
98.5%
Order Pick Accuracy
8 hrs
Dock-to-Stock Cycle
100–120
Picks / Hour (manual)
$3.50–5.00
Labor Cost / Order
5–7 days
Return Processing
92–96%
3PL Billing Accuracy

Sources: WERC 2023, Gartner WMS 2022, MHI 2023, Bastian Solutions, McKinsey SCM 2023, NRF 2023, Armstrong 2023

AI Models for Inventory

Enhance your IMS

Predict, allocate and act — with AI models tuned to real inventory economics.

Kit Item Inventory Prediction

Predict kit item demand using component usage and historical BOM.

Sales Channels Profitability

Maximize profitability across revenues, margins and fulfillment.

Available to Promise

Accurate ATP considering supply, demand, allocations and constraints.

Item Life Cycle

Clearance, liquidation, redistribution or continuation — recommended by AI.

Group Item Prediction

Forecast grouped item demand using shared behavior and market patterns.

Industry benchmarks we help you achieve

87%
Item Master Completeness
95%
Serial Uniqueness Rate
0.80%
Oversell Rate
28%
Excess & Obsolete Inventory

Sources: WERC 2023, Gartner WMS 2022, MHI 2023, Bastian Solutions, McKinsey SCM 2023, NRF 2023, Armstrong 2023

AI Models for Shipping

Enhance your TMS

EDI compliance, shipping ATP and inventory forecasting to hit SLAs consistently.

EDI Compliance Agent

Automatically validate EDI transactions to reduce rejections.

Available to Promise (Shipping)

Accurate ship-ready inventory across supply, demand and constraints.

Inventory Forecasting

Forecast inventory by SKU, location and time horizon.

Industry benchmarks we help you achieve

0.80%
Label Error Rate
94%
ASN On-Time Rate
$8.20
Freight Cost / Unit (DTC)
96%
On-Time Shipment Rate

Sources: WERC 2023, Gartner WMS 2022, MHI 2023, Bastian Solutions, McKinsey SCM 2023, NRF 2023, Armstrong 2023

AI Models for Order

Enhance your OMS

Grow fill rate and OTIF while cutting manual order errors and processing cost.

EDI Compliance Agent

Ensure EDI transactions are compliant and error-free.

Available to Promise

Calculate ATP considering supply, demand and constraints.

Sales Channels Forecasting

Forecast demand & optimize allocations across channels.

Inventory Forecasting

Forecast future inventory to support planning and service levels.

Sales Channels Profitability

Optimize channel mix and pricing to improve margins.

Industry benchmarks we help you achieve

97%
EDI Success Rate
96%
Order Fill Rate
93%
OTIF Rate
88%
Dropship On-Time
3.50%
Manual Order Errors
$8.50
Order Processing Cost

Sources: WERC 2023, Gartner WMS 2022, MHI 2023, Bastian Solutions, McKinsey SCM 2023, NRF 2023, Armstrong 2023

AI Models for AR / AP

Enhance your Finance systems

Compliance and accuracy across invoices, DSO and AP processing cost.

EDI Compliance Agent

Ensure EDI transactions are compliant and error-free.

Sales Channels Profitability

Optimize channel mix and pricing to improve profitability.

Group Item Prediction

Predict grouped-item demand using shared behavior.

Inventory Forecasting

Forecast inventory levels by SKU, location and time horizon.

Industry benchmarks we help you achieve

97.50%
Invoice Accuracy Rate
38 days
Days Sales Outstanding
$12–15 / invoice
AP Invoice Processing

Sources: WERC 2023, Gartner WMS 2022, MHI 2023, Bastian Solutions, McKinsey SCM 2023, NRF 2023, Armstrong 2023

Intelligent Supply Chain & Logistics

End-to-end digital solutions across the supply chain

Visibility & Control Towers

  • End-to-end shipment visibility
  • Multi-modal tracking (Rail, Truck, Ocean, Air)
  • Real-time ETA & exception alerts
  • Demurrage & detention prediction

Planning & Optimization

  • Inventory optimization
  • Anomaly detection
  • 92% service level targets
  • Predict disruptions

Intelligent Workflow Automation

  • Email-to-action automation
  • AI document extraction (OCR/LLM)
  • Invoice capture & 3-way AP match
  • PO, GRN & invoice reconciliation

Trade & Export Execution

  • Contract & shipment tracking
  • Demurrage monitoring
  • Export documentation automation
  • Trade execution support

Bring AI into every corner of your Warehouse.

From auto palletization to EDI compliance — deployed in weeks, not years.