Beaver Data Group
Industrial Data & AI Transformation 2026

Turning Complex Operations
into Measurable Value

We bridge the gap between factory floor (OT) and digital strategy (IT). Empowering organizations to make data-driven decisions with real ROI—not just POCs.

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Beaver_AI_Factory_v2.0.exe
Production Lines
Line A - Stamping 98% OEE
Line B - Assembly Warning
Line C - Painting 99% OEE
WatchDog Analyzer: Live Feed Processing
PREDICTIVE MAINT.
No Faults
ENERGY SAVED
-12.4%

The Industrial Data Paradox

Manufacturing sites generate terabytes of Level 2 / IoT data daily. Yet, 80% remains siloed and unstructured. In a market squeezed by oversupply and high input costs, efficiency is survival.

1. The Bottleneck

Data is trapped in OT silos. Unused for decision-making. High business risk due to lack of visibility.

2. The Lever

IT/OT Convergence. Bridging the factory floor with cloud strategy. Moving from isolated POCs to an industrialized "AI Factory".

3. Target State

Automated intelligence maximizing Yield, Energy, and Logistics. Reduced working capital and measurable ROI.

Strategic Pillars of Transformation

Digital and AI solutions are no longer optional but essential for sustainable growth. We address the 75% of manufacturers still stuck at individual use-cases.

Strategy & Transformation

Roadmap design, use case prioritization, and business alignment to ensure a clear path to ROI.

  • Why AI Now? Response to oversupply & costs
  • Reskill/Upskill People & Roles
  • Redesign Digital Processes

Foundations & Governance

Establishing a "Single Source of Truth" via Master Data Management (MDM) and Digital Passports.

  • Data Integrity Score & Lineage
  • >40% reduction in ad-hoc requests
  • Real-time verified CO2 & Quality data

Data Platforms & Cloud

Hybrid & Unified architecture. Deploying Unified Data Models (UDM) to standardize semantics across domains.

  • 50% reduction in IT maintenance
  • <4 weeks scalability speed
  • 99.9% uptime for Level 2 SCADA integration

AI & GenAI Factory

From isolated experiments to standardized MLOps. Centralized hub for retraining based on feedback loops.

  • €5M yearly benefit per major use case
  • 30% reduction logistics movements
  • 12–24 weeks discovery to industrialization
50%
Less IT Maintenance
<4 wks
Scalability Speed
99.9%
Architecture Uptime
€5M
Benefit / Use Case

Modern Industrial Data Platform

Breaking silos. Enabled by just 1 FTE.

1. Source Integration

Ingestion from ERP (SAP), SCADA/MES (Level 2), and IoT sensors. Breaking IT/OT silos.

Hybrid Input

2. The Core Foundation

Central "Feed Data Platform". Transversal Unified Data Model (UDM) for real-time access.

Cloud/Edge

3. Scalability

Move from on-prem constraints to a scalable "Factory Model" enabled by offshore delivery.

Factory Model

High-ROI Use Cases

Production Quality

Digital Passport

End-to-end traceability for coil production, ensuring full lineage.

Impact
€2M/year
Timeline
6 Months
Computer Vision

WatchDog Analyzer

Automated coil quality analysis using ML. Cost: 2 FTE.

Impact
€5M/year
Timeline
Continuous
Sustainable Ops

Carbon Optimization

AI model optimization to reduce energy consumption during production peaks.

Energy
-5% Reduction
Timeline
6 Months
Supply Chain

Logistics (MIP)

Mixed integer programming to optimize movements.

Movements
-30% Reduction
Results
Optimized
Infrastructure

Feed Data Platform

Centralizing all Level 2 production data for real-time access. Enabled by 1 FTE.

Impact
€5M/year
Status
Live
Data Mgmt

Unified Data Model

"Single Point of Truth" system for SCM data across domains.

IT Maint.
-50% Effort
Access
Real-time

Delivery Model

TO DO
Discovery & Assessment
2–4 Weeks

Maturity Assessment & Roadmap

We assess data maturity and identify high-ROI use cases. We align business goals with a clear ROI path to ensure value generation from day one.

DOING
POV & Industrialization
6–24 Weeks

Proof of Value & The Factory Model

Rapid implementation of a single use case (POV) to prove viability, followed by deploying the "Factory Model" for scale across the enterprise.

RUN
Run & Optimize
Continuous

Managed Services & Scale Up

Continuous improvement, feedback loops, and execution of digital initiatives. Delivering results through our Dual-Shore model.