Architecture & integration

How Kola works

Kola is a three-layer system that installs alongside your existing infrastructure — constructing and maintaining a live Digital Twin of your operation without replacing your ERP, WMS, or warehouse processes. It adds a continuous intelligence layer that feeds your operation better information, in real time.

Layer 1 — Site

Array Modules capture the full field

Fixed array modules are installed throughout your facility to deliver continuous, contactless coverage across every zone — aisles, staging areas, docks, and pick faces. There are no scan wands, no mobile robots, and no moving parts. Edge nodes process the signal locally, meaning real-time event detection does not depend on cloud connectivity.

Fixed installation — no mobile units or charging cycles

Edge processing for real-time local event detection

Contactless — operates independently of staff workflows

Continuous coverage with no scheduled scan windows

Layer 2 — Cloud Core

Events reconciled, Digital Twin updated continuously

Structured event data flows from the site layer to the Kola Cloud Analytics Core, where it is reconciled against your ERP and WMS records in real time. The core identifies discrepancies, tracks flow patterns, detects anomalies, and continuously updates the Digital Twin — converting raw signals into a live model of your operation.

Real-time reconciliation against ERP/WMS data

Continuous Digital Twin update with every event

Anomaly classification with evidence logging

Pattern detection across zones and time periods

Layer 3 — Data & UX

The Signature Dashboard surfaces truth at a glance

The Signature Dashboard delivers a real-time view of the Digital Twin — inventory status, flow integrity, and active exceptions — for operators on the floor and executives reviewing from any device. Every alert is traceable back to a time-stamped event with an evidence clip. Your team responds to facts, not approximations.

Real-time Digital Twin inventory overview

Flow integrity timeline with anomaly detail

Evidence clips linked to every flagged event

Exportable audit logs for compliance and review

The intelligence layer

The Digital Twin advantage

A Digital Twin is a continuously updated virtual model of your physical operation. Every item, every location, every transition is mirrored in real time — so what you see on the Signature Dashboard is not a snapshot from last week's count. It is the state of your warehouse, right now.

Traditional inventory systems are reactive — they tell you what happened after cycle counts or audits are completed. Kola's Digital Twin is proactive — it tells you what is happening now, flags deviations as they occur, and reconciles automatically against your ERP and WMS records.

Live, reconciled accuracy

The Digital Twin holds inventory state that matches your ERP in real time — not after the next audit cycle.

Proactive anomaly detection

When reality diverges from the expected model, the twin flags it immediately — reverse flow, misplacements, unauthorized movement.

Continuous improvement baseline

The twin accumulates pattern data over time — giving operations teams a reliable baseline for process improvement and capacity planning.

Audit-ready at any moment

Every event logged, every exception documented. Compliance review does not require a cleanup sprint before it happens.

Kola Digital Twin — operator command view across Signature Dashboards

The Signature Dashboard delivers the Digital Twin view — inventory, flow integrity, and exceptions — from a single operator position or any connected device.

Zero rip and replace

Kola connects to the systems your operation already runs. Your ERP and WMS remain your source of truth — Kola enriches them with Digital Twin data that makes every record more accurate and every decision better informed.

Integration is handled during the deployment phase. Your team keeps working in the same systems. The difference is that the data flowing into those systems now reflects reality in real time.

ERP Integration WMS Integration API Available No Workflow Changes

The Signature Dashboard

Operators see the Digital Twin at a glance — stock levels, active alerts, and flow anomalies without leaving the screen. Built for speed, not complexity. The information your team needs to make good decisions is always one view away.

Kola Signature Dashboard — real-time Digital Twin inventory intelligence

Currently accepting pilot partners

See the Digital Twin working in your environment

A Kola pilot is structured for qualifying operations. If your facility manages complex inventory at scale, we can show you exactly what deployment looks like.

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