Digitalization on Your Terms

No rigid transformations, no unnecessary complexity. Start simple, scale smart, and only move forward when the results prove their value.

framework

A Roadmap
Built for ROI

Modern manufacturing digitalization is not about replacing everything overnight—it’s about incremental improvements that drive measurable ROI. That’s why we offer a structured, step-by-step digital transformation framework, allowing you to start small, prove efficiency gains, and scale with confidence.

Start Small

No massive investments.
Start where it makes sense.

Scale

Learn from your data and
scale up optimization.

Prove ROI

See immediate ROI, and
expand as you grow.

Quick Wins In 3 Steps

1

Manufacturing Efficiency Without Overhauls

Unlock real-time insights and fix efficiency blind spots with minimal disruption.

• Smart Data Connection – Gain real-time visibility into operations without modifying infrastructure.

• Accurate OEE Calculation – Identify true production efficiency with precise metrics.

• Industrial Analytics Dashboards – Centralize production KPIs and make faster, data-driven decisions.

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Illustration showing the value extracted from industrial data for advanced analytics and operational improvement
Illustration of industrial analytics process from data collection to inefficiency detection, loss reduction, performance improvement, and scalability
2

Optimization Process & Performance

With real-time data in place, the next step is identifying inefficiencies, reducing losses, and improving performance before scaling further.

• Downtime & Production Loss Analysis – Identify where and why production losses occur, from unexpected stoppages to slow cycles and micro-stops.

• Root Cause Analysis for Inefficiencies – Understand how quality issues, rework, and bottlenecks impact overall productivity.

• Data-Driven Decision Support – Use real-time insights to guide improvements in production speed, waste reduction, and resource allocation.

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3

Full-Scale Smart Factory Transformation

Once ROI is proven, move towards complete digital manufacturing automation.

AI-Driven Decision-Making – Implement real-time AI recommendations for industrial operations.

Machine Learning in Manufacturing – Continuous learning for self-optimizing production lines.

End-to-End Industrial IoT Integration – Create a seamless, connected factory ecosystem.

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Illustration demonstrating industrial ROI justification through AI, machine learning, and IoT integrated within a connected ecosystem
framework

Why AI Square
for Industrial Digitalization?

Backed by years of industry expertise, we bring a methodical approach tailored to your needs. We understand success isn’t built overnight - it's a journey. That’s why we focus on achieving your goals step by step, strategically guiding you forward with clarity and confidence.

No Wasted
Investment

Scale only when results justify further automation.

ROI-Driven Digital Transformation

Every step is backed by measurable efficiency improvements.

Modular & Flexible Implementation

Start small, optimize, and scale based on your needs.

Seamless Industrial Integration

Works with existing ERP, MES, and factory systems.