arosplatforms™AI consultancy

AI

ar

Manufacturing

Manufacturing

Quality, maintenance, and supply-chain intelligence on the shop floor and beyond, connected in real time so downtime drops, defects get caught, and knowledge stays in the plant.

30%
less downtime
real-time
OEE & quality
↑ yield
from inspection
3 wks
to first workflow
The overview

The intelligent factory.

On the floor, downtime and defects cost more than anything, and the data to prevent them is usually trapped in separate systems. We connect quality, maintenance, and supply chain into one real-time view.

Equipment failures are predicted before they happen. Vision inspects parts on the line. Supply is forecast, and shop-floor knowledge becomes a copilot any operator can ask.

Edge-aware and resilient, deployed in your environment, designed for the realities of the plant.

See it in action

The factory workflows, in action.

Scroll through it, the screens move with you.

01 OEE

Availability, performance, quality, live

See losses across every line as they happen, and act before a shift is lost.

arOEE Live
87%
OEE
Availability94%
Performance91%
Quality99.2%
02 Predictive maintenance

Catch failures before downtime

Sensor signatures flag early failure and recommend when to intervene.

arMaintenance Live
Bearing temp rising · Line 3now
Vibration anomaly · Press 28m
PM scheduled · Conveyor A20m
03 Visual inspection

Defects caught on the line

Computer vision inspects every part in real time, routing low-confidence cases to a human.

arInspection Live
PartResultStatus
Weld #A-204PassClear
Weld #A-205Surface markFlagged
Weld #A-206PassClear
What we build

Systems shaped to your sector.

Predictive maintenance

Predict failures from sensor data and schedule maintenance before a line goes down.

Visual quality inspection

Inspect parts on the line with vision, catching defects in real time and cutting scrap.

Supply-chain optimization

Forecast demand and optimize supply so materials arrive without tying up capital.

Knowledge capture

Turn SOPs and tribal knowledge into copilots that answer operators instantly.

OEE analytics

Availability, performance, and quality in one real-time view across every line.

Built for the plant

Edge-aware and resilient, deployable in your environment.

How it works

Live in weeks, compounding from there.

01

Map the sector

We start from your workflows and rules, not a generic template, so the system fits the realities of your sector.

02

Ground the AI

Your documents, records, and standards become the context. Every answer is grounded in your operation.

03

Ship a workflow

A high-value workflow goes live in weeks, with human review where confidence is low and a measured baseline.

04

Compound

Each system shares one core, so every workflow you add makes the next faster, and your team owns all of it.

The outcomes

Results you can measure.

30%

Less unplanned downtime

from predictive maintenance

↓ scrap

Fewer quality escapes

with real-time visual inspection

↑ OEE

Higher utilization

losses surfaced and acted on live

Where it fits

Built around how your sector works.

Plants & lines

Discrete manufacturing

Reduce downtime and catch defects in real time while tracking OEE.

Continuous operations

Process manufacturing

Forecast supply and predict failures to keep throughput high.

Quality & maintenance

Quality & reliability

Move from reactive to predictive with vision and sensor-driven maintenance.

Systems we connect

SAPSiemens MESRockwell / FactoryTalkIgnition SCADAOPC-UAPI HistorianMQTTSnowflake
Questions

Frequently asked.

It learns from sensor, historian, and maintenance data to flag early failure signatures and recommend intervention before downtime.

Build your intelligent factory

Book a working session and we'll map Manufacturing to your operation, then move fast.