OUR SOLUTIONS
ManufacturingIntelligence FromFactoryFloortoFullVisibility

Our manufacturing intelligence platform connects your existing ERP, PLC, and SCADA systems into a real-time dashboard—without requiring new hardware. Built for plant managers, it eliminates blind spots and manual logs on the factory floor. Unify machine telemetry with live cost engines to instantly increase Overall Equipment Effectiveness (OEE).

The Problem We Solve

Running a modern factory on disconnected systems and WhatsApp is not a strategy — it's a liability.

Fragmented Systems

Fragmented Systems

Your ERP, warehouse system, extruder, and plant controls all generate data — but none of it talks to each other. You're flying blind.

WhatsApp as Operations Infrastructure

WhatsApp as Operations Infrastructure

Shift handovers, quality readings, machine alerts — all buried in chat threads. Unstructured, unsearchable, unaccountable.

Zero Real-Time Visibility

Zero Real-Time Visibility

You find out about production problems from shift leaders after the shift ends. By then, the loss has already happened.

Gut-Feel Scheduling

Gut-Feel Scheduling

Production sequences decided on Excel sheets and experience. The cost of inefficient sequencing is invisible — until you calculate it.

ERP: Database
WMSNo API Link
PLCOffline
Disconnected Floor

What We Build

A unified manufacturing intelligence platform — built on your existing systems, with zero hardware installation.

We build the connection layer your factory is missing. We integrate directly with your ERP (read-only SQL), your warehouse management system (REST API), your PLC-controlled production machines (EtherNet/IP or OPC-UA), and your plant SCADA systems (MQTT).

factory-hub.internal
Active Job
JC-8824A
Status: Running
Extruder Temp
195°C
Target: 200°C
Line Speed
45 m/min
Optimal
Live Production Throughput
TargetActual
Line 1 - Extruder
RunningOEE 85%

Three Phase Delivery

Wedon'tdropasystemanddisappear.Webuildinphaseseachonedeliveringvaluebeforethenextbegins.

Real-Time Visibility

Real-Time Visibility

Connect all factory systems and deploy a live dashboard. We digitalise shift handovers and quality capture, replacing WhatsApp with structured, real-time data.

Timeline: 8 weeks
1
Cost & Alerting Intelligence

Cost & Alerting Intelligence

Activate a live cost-per-kg engine using ERP and machine data. Set configurable alert thresholds for immediate push notifications on parameter drifts.

Timeline: 4–6 weeks
2
AI Production Optimisation

AI Production Optimisation

Our AI constraint engine builds a true changeover matrix, generating weekly production sequences that minimise changeovers without missing delivery deadlines.

Timeline: 4–6 weeks
3

Systems We Connect

We integrate with the systems your factory already runs — read-only, non-disruptive, and secure.

ERP Systems

ERP Systems

Direct read-only SQL connection to on-premise ERP databases. Pulls orders, job cards, inventory, raw material costs, and finished goods records. Pull frequency: every 10 minutes.

Warehouse Management Systems

Warehouse Management Systems

REST API integration with cloud-hosted WMS platforms. Job card status, stock movements, warehouse data. Pull frequency: every 5 minutes. Manual fallback form if API unavailable.

PLC-Controlled Production Machines

PLC-Controlled Production Machines

EtherNet/IP protocol connection to Allen Bradley and compatible PLCs over factory LAN. Reads machine parameters — screw speed, temperatures, watt readings, throughput, downtime events. Pull frequency: every 30 seconds. Read-only.

Plant SCADA & Equipment Systems

Plant SCADA & Equipment Systems

MQTT subscription to plant-wide equipment data. OPC-UA fallback where MQTT is unavailable. Real-time event-based data from broader plant systems — equipment status, alarm states.

Key Capabilities

Six core capabilities delivered across three phases — each solving a specific operational problem.

Live Factory Dashboard

Live Factory Dashboard

Real-time machine parameters, plant equipment status, and order progress — all in one screen. WebSocket-powered. Updates every 30 seconds without a page refresh.

Digital Shift Handover

Digital Shift Handover

Replaces WhatsApp shift reporting with a structured digital form. Products run, output in kg, changeovers completed, machine issues, quality observations — all captured, stored, and searchable.

Quality Data Capture

Quality Data Capture

Quality controllers enter NIR readings, moisture, bulk density, and protein percentages directly into the platform. Results linked to job cards and products. Replaces photo-in-WhatsApp reporting.

Live Cost Per Kg Engine

Live Cost Per Kg Engine

Real-time cost calculation per product line, per shift, per team. Combines raw material cost from ERP, energy cost from machine watt readings, and labour cost from shift records.

Sensor Alert System

Sensor Alert System

Configurable thresholds per product per parameter. When any reading drifts out of range — push notification, email, and WhatsApp alert fired instantly to shift supervisor and management.

AI Production Scheduler

AI Production Scheduler

Constraint optimisation engine analyses historical changeover data and generates the weekly production sequence that minimises total changeover time while meeting all delivery deadlines. Human approval always required.

Who It's For

Built for manufacturers who know their machines are capable — but can't see what's holding them back.

Mid-Size Manufacturers

Mid-Size Manufacturers

You run a real factory with real output targets — but your operations still run on spreadsheets, WhatsApp, and tribal knowledge. You need visibility without a six-figure ERP upgrade.

Food & Feed Processors

Food & Feed Processors

High product variety, frequent changeovers, tight quality tolerances, and compliance requirements. You lose capacity every week to unoptimised sequencing and manual quality tracking.

Multi-Shift Operations

Multi-Shift Operations

Three shifts, three teams, no structured handover. Information falls through the gaps between shifts. You find out about yesterday's problems today.

Factories Running on Excel & WhatsApp

Factories Running on Excel & WhatsApp

Your systems exist — ERP, WMS, machine controllers — but nothing is connected. You're making decisions on data that's hours or days old. You need a live picture of your own factory.

Tech Stack

Enterprise-gradetools.Factory-floorreliability.

pyodbc (SQL)
Integrationpyodbc (SQL)
EtherNet/IP
IntegrationEtherNet/IP
MQTT
IntegrationMQTT
OPC-UA
IntegrationOPC-UA
Python
BackendPython
FastAPI
BackendFastAPI
Node.js
BackendNode.js
PostgreSQL
BackendPostgreSQL
Redis
BackendRedis
Google OR-Tools
AI & MLGoogle OR-Tools
TensorFlow
AI & MLTensorFlow
Next.js
FrontendNext.js
React
FrontendReact
Tailwind CSS
FrontendTailwind CSS
Twilio
AlertingTwilio
AWS
InfrastructureAWS
Docker
InfrastructureDocker
Kubernetes
InfrastructureKubernetes
pyodbc (SQL)
Integrationpyodbc (SQL)
EtherNet/IP
IntegrationEtherNet/IP
MQTT
IntegrationMQTT
OPC-UA
IntegrationOPC-UA
Python
BackendPython
FastAPI
BackendFastAPI
Node.js
BackendNode.js
PostgreSQL
BackendPostgreSQL
Redis
BackendRedis
Google OR-Tools
AI & MLGoogle OR-Tools
TensorFlow
AI & MLTensorFlow
Next.js
FrontendNext.js
React
FrontendReact
Tailwind CSS
FrontendTailwind CSS
Twilio
AlertingTwilio
AWS
InfrastructureAWS
Docker
InfrastructureDocker
Kubernetes
InfrastructureKubernetes

Ready to See Your

Factory in Real Time?

Let's talk about connecting your systems, recovering your capacity, and putting AI to work on your production floor.