Manufacturing AI & software for the factory floor.
Predictive maintenance, computer-vision quality inspection, production analytics and custom software for manufacturers.
Book a Free Strategy CallAI & software for manufacturing
Manufacturers sit on enormous amounts of data — from machines, sensors, quality checks and ERP systems — but most of it is never used to make decisions. Unplanned downtime, quality escapes and manual reporting quietly erode margins.
ArrLink builds AI and custom software for manufacturers that turns that data into action: predicting failures before they happen, catching defects automatically and giving managers real-time visibility into production.
Our manufacturing projects start small and practical: one line, one machine group or one quality check, with a clear baseline to measure against. Once the value is proven, we scale the solution across lines and plants on a data platform designed for it — so AI becomes part of daily operations rather than a pilot that never leaves the lab.
What holds manufacturing teams back.
Unplanned downtime
Equipment failures halt production and cost far more than planned maintenance.
Quality escapes
Manual inspection misses defects and doesn't scale with volume.
Data silos
Machine, MES and ERP data rarely come together in one view.
Manual reporting
Production reports are compiled by hand, often days late.
Solutions we deliver.
Predictive maintenance
ML models on sensor data that forecast failures and schedule maintenance.
Vision quality inspection
Computer vision that detects defects on the line in real time.
Production dashboards
Real-time OEE, throughput and quality analytics from unified data.
Industrial data pipelines
Connect PLCs, sensors, MES and ERP into a single data platform.
Document & SOP assistants
AI assistants that answer operator questions from manuals and SOPs.
Custom factory software
Scheduling, traceability and inventory tools built for your process.
What data is needed for predictive maintenance?
Typically sensor data such as vibration, temperature or current, plus maintenance history. We assess what you already collect and recommend the minimum additional instrumentation.
Can computer vision replace manual quality inspection?
It can automate most routine inspection and flag uncertain cases for human review, improving consistency and catching defects that are easy to miss by eye.
Can you connect to our existing ERP and MES?
Yes. We build data pipelines and integrations with common ERP and MES systems as well as direct machine and sensor connections.
Do you build software for small and mid-sized manufacturers?
Yes. We work with manufacturers of all sizes and scope projects to deliver measurable value quickly, without requiring large upfront investments in new infrastructure.
Can AI run on the factory floor without the cloud?
Yes. We deploy models on edge devices and on-premise servers when connectivity, latency or data policies require it.
Relevant services
Free Strategy Call
Have a problem worth solving?
Let's build it.
Tell us what you're trying to build. In one 30-minute call we'll map the scope, the fastest path to production and a tailored proposal — no obligation.