Modern Manufacturing Runs on Modern Data.

Your plants are already producing the data you need. What's missing is the infrastructure to trust it, use it, and build on it. Modern manufacturing demands reliable, connected systems that create real-time visibility and power the applications that drive performance.

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The Modernization Challenge in Manufacturing

 

Plants weren't designed for today's data demands. 

Most still rely on fragmented operational technology—PLCs, SCADA, historians, and aging control systems that weren’t designed to integrate or scale. The result is:
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Siloed sensor and machine data

Information trapped in disconnected systems

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Limited visibility into asset health

Reactive rather than predictive maintenance

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Manual workflows that slow operators

Time wasted on routine data collection

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Dependency on expensive vendor platforms

Locked into proprietary ecosystems

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Difficulty scaling analytics or AI across sites

No standard foundation to build on

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Inconsistent data quality

Leading to unreliable insights and decisions

Modernization is the bridge between operations and intelligence.

Manufacturers aren't struggling due to a lack data,  the struggle is their systems weren't built to use it. Before the data can deliver real outcomes, plants need a foundation that is dependable, well-governed, and built for the modern era of AI and real-time operations.

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Modern Manufacturing Capabilities

Unlock the visibility, intelligence, and flexibility modern plants require.
Learn more:
  • Operational Visibility & Control
  • Predictive & Optimization
  • Supply Chain Intelligence
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Real-Time Dashboards

Instant visibility into machines, lines, and plant performance

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Operator HMI Modernization

Intuitive, modern interfaces streamlining decision-making

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Throughput & Cycle-Time Tracking

Monitor production rates and identify patterns impacting efficiency

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Unified OT/IT Data Context

Contextualize sensors, PLC data, MES/ERP, and operator inputs

Connected insights that empower operators and engineers with real-time clarity.
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Predictive Maintenance

Detect anomalies and equipment health risks early

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Process & Parameter Optimization

Optimize performance, reduce scrap and increase yield

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Early Drift Detection

Catch variation before it impacts output

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Digital Twin Simulation

Model production lines, processes, and plant configurations

Data-driven models and AI insights that improve operational performance.
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Inventory & Demand Forecasting

Predict material needs with accurate forecasting models

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Production Scheduling Optimization

Model equipment, labor and material availability

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Supplier & Vendor Performance Insights

Evaluate vendor reliability, quality, and risk

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Scenario Planning & Capacity Modeling

Simulate what-if conditions to make more resilient decisions

Smarter planning tools that connect plant-floor performance with supply-chain agility.

Why Manufacturers Choose Compoze Labs
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Focused on the factory floor, not generic consulting

Modernizing manufacturing data and systems at the plant floor, not boiling the ocean with abstract “digital transformation." 

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Deep technical capability in industrial environments

We bring real engineering experience, understanding the constraints, noise, and complexity of industrial systems that work in production, not just in slides.

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Built for scale across diverse facilities

Architectures that accommodate different lines, controls, historians, and maturity levels across sites. Standardized data models and reusable components make it possible to scale modernization.

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Designed to integrate with your existing ecosystem

We modernize around your current systems, not against them. Our approach strengthens what you already have, connects OT and IT reliably, and ensures the resulting architecture is fully owned and controlled by you.

CORE CAPABILITY

Industrial Data Engineering

We design and build the data architecture your plants will rely on

Our team specializes in modernizing and integrating industrial data systems inside complex, real-world manufacturing environments. We turn fragmented plant-floor signals into clean, unified, trustworthy infrastructure.
What We Modernize and Integrate
  • Control systems (PLCs, sensors, HMIs)
  • Data systems (historians, time-series storage)
  • Supervisory systems (SCADA)
  • Execution systems (MES and IT integrations)
What We Deliver
  • Clean, unified plant data pipelines
  • Modern architectures with clear ownership
  • High-quality, AI-ready time-series data models
  • Event-based and real-time streaming workflows
  • Governance, lineage, and reliability engineering
  • Cloud or hybrid environments built for multi-site scale

Modern industrial data engineering is the backbone of manufacturing. It’s what makes everything else possible — from real-time visibility to AI-driven improvement.

Start a Modernization Assessment →
Modern data platform architecture showing data ingestion, lakehouse, delivery capabilities, and governance layers for manufacturing analytics and AI
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PROVEN RESULTS

Manufacturing Modernization in Action

Real outcomes from real deployments
Connected machine intelligence system with HMI tablets displaying production metrics and live camera feeds linked to PLCs and packaging equipment via cloud

INDUSTRIAL MANUFACTURING

Connected Machine Intelligence for a Global Equipment Manufacturer

Client: Leading Packaging & Automation OEM

The Challenge

The client builds complex, high-speed machines used in manufacturing environments around the world. Their customers had no real visibility into machine performance, root causes of errors, or recommended actions — and support teams relied on outdated manuals, phone calls, and guesswork.

Our Solution

Built a modern, connected machine architecture that integrates directly with PLCs, live machine data, and synchronized video feeds. We then delivered a tablet-based HMI application that gives operators and support teams real-time visibility and actionable intelligence, anywhere.

Results
  1. Real-time visibility into machine performance for operators and supervisors
  2. Significant reduction in support load due to clearer diagnostics and guided actions
  3. A differentiator - customers increasingly choose the OEM because of this capability
  4. AI-enabled error classification reduced guesswork and clarified root causes

50%+

adoption across all new machine sales

Hours → Minutes

diagnose machine faults

Global Support

on a single data visibility platform

PROCESS MANUFACTURING

Connected Equipment Modernization

Client: Leading Heavy-Equipment Manufacturer

The Challenge

The client’s digital platform for equipment owners, operators, and dealers had grown fragmented over time. Data from IoT devices, equipment records, manuals, dealer workflows, and quotes lived across disconnected systems.

There was no unified experience, no alerting strategy, limited visibility into machine performance, and no scalable architecture to support future features or a multi-tier service model.

Our Solution

Delivered  a modernized equipment platform that unifies data, streamlines workflows, and creates a clear path to a scalable digital ecosystem.

The solution included real-time machine alerting, enhanced owner/operator workflows from quote through job completion, dealer-specific experiences, improved data flow and governance, and a hardened technical foundation for future analytics, telemetrics, and subscription features.

Results
  1. Real-time machine error tracking and proactive alerting for owners
  2. Streamlined quote → job → work-session workflows for operators
  3. Secure, scalable data infrastructure ready for new analytics and telemetrics
  4. Dealer workflows and role-based experiences built on a unified platform
Industrial data architecture diagram showing API gateway connecting mobile apps, business operations, and e-commerce to database and IoT systems
Swire Coca-Cola employee beverage ordering app interface shown on tablet and mobile devices with product catalog and brand filtering options

INDUSTRIAL MANUFACTURING

Consumer Goods Manufacturing

Client: Swire Coca-Cola

The Challenge

Swire Coca-Cola’s leadership saw an opportunity to improve the employee beverage program by modernizing the internal systems behind it. With thousands of monthly orders and multiple operational teams involved, the program was ready for a smoother, more integrated digital experience.

Our Solution

A modern internal application that streamlines employee ordering, integrates with Swire’s warehouse and ERP systems, and reduces operational overhead. The new platform delivers a seamless user experience, automates previously manual tasks, and ensures accurate inventory and fulfillment alignment with Swire’s existing processes.

Results
  1. Unified warehouse, ERP, and application workflows for smoother internal operations
  2. Streamlined monthly ordering for thousands of employees
  3. Reduction in manual administrative effort across inventory, payment, and program setup
  4. Standardizes operations across multiple distribution locations.

$2M+

saved for employees + Ops leveraging the beverage program

75,000+

units fulfilled to date

Global Support

on a single data visibility platform

Manufacturing + Data Systems Done Right

 

Real progress happens when your data is trustworthy and accessible. 
That is the future we help you create.

Start a Modernization Assessment →
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