DHGsoft
Intelligent Smart Factory with automated machinery
Consumer Packaged Goods

Engineering the
Intelligent Factory of Tomorrow

Adapt to changing demand with flexible packaging operations, real-time recipe execution, and end-to-end supply chain integration.

Industry Overview

Accelerating Digital Transformation in Consumer Packaged Goods

Consumer Packaged Goods (CPG) brands manage high-velocity, high-mix production lines where success depends on packaging OEE, quick SKU changeovers, and packaging material scrap reduction. Connecting shop floors to enterprise planning yields maximum agility.

Current Trends

  • High-mix SKU packaging automation
  • Dynamic MES recipe enforcement
  • Packaging line scrap and defect analytics
  • Machine learning for product weight fills
  • Supply chain warehouse slotting integration
Batch Mixing to Package Out

DHGsoft partners with CPG leaders to deploy recipe-driven line setups, monitor packaging machine OEE, and integrate logistics systems for zero-inventory waste.

$2.5TGlobal consumer goods market
35%Faster line changeovers
25%Reduction in packaging scrap
30%Increase in warehouse slotting efficiency
Market Drivers
SKU velocity
Material scrap
Packaging speed
Supply integration
Key Priorities
OEE optimization
Recipe enforcement
Weight consistency
Flexible tooling
Industry Challenges

The Challenges Holding Consumer Packaged Goods Operations Back

Industrial manufacturers face a complex web of operational, technological, and organizational challenges on their path to digital transformation.

SKU Proliferation

Frequent changeovers for different packaging formats.

Packaging Scrap

High material scrap rates during line startup and speed changes.

Labeling Audits

Incorrect allergen labeling causing massive product recall risks.

Weight Variability

Product overfill (giveaway) cutting directly into product margins.

Line Bottlenecks

Unsynchronized packers and palettizers slowing down line OEE.

Worker Onboarding

High plant floor turnover leading to training and safety gaps.

Unplanned Stops

Micro-stops on cartoners and labelers aggregating into hours.

Logistics Sync

Disconnected plant warehouse and shipping terminal scheduling.

Transformation Journey

Digital Transformation Priorities

01
Automate

Automate repetitive processes and manual tasks.

02
Connect

Connect machines, systems, and people.

03
Collect Data

Capture operational data from every source.

04
Analyze

Turn raw data into actionable insights.

05
Optimize

Continuously improve processes and performance.

06
Predict

Anticipate issues before they impact operations.

07
Transform

Achieve enterprise-wide digital transformation.

DHGsoft Solutions

End-to-End Digital Engineering Solutions

A comprehensive portfolio of capabilities to address every dimension of your industrial digital transformation.

Industrial Digital Transformation

End-to-end transformation strategy and execution tailored to your industrial context.

OT/IT Integration

Seamless connectivity between operational technology and IT systems.

Industrial Data Platforms

Unified data infrastructure for collecting, contextualizing, and analyzing industrial operations.

Industrial AI

Machine learning and AI applications purpose-built for industrial environments.

IIoT

Industrial Internet of Things connectivity, sensor integration, and edge platforms.

Digital Engineering

Digital twin, simulation, and virtual commissioning for faster deployment.

Enterprise Applications

ERP, MES, LIMS, and enterprise system integration for seamless operations.

Cloud

Industrial cloud platforms, hybrid architectures, and cloud migration services.

Cybersecurity

OT-centric security posture, firewalls, and network access policies.

Managed Services

24/7 telemetry monitoring, support, and managed operations for digital systems.

Use Cases

Industry Use Cases

Proven solutions delivering measurable outcomes for industrial manufacturers worldwide.

Recipe Line Changeover
MES
35% faster SKU switch
Recipe Line Changeover

Digital changeover checklists and recipe parameters pushed to PLCs.

Fill Weight Optimization
AI
Giveaway cut by 40%
Fill Weight Optimization

Feedback loop tuning filler nozzles based on checkweigher data.

Label Vision Inspection
Vision AI
Zero label defects
Label Vision Inspection

100% automated label matching and placement quality checking.

Packaging OEE Analytics
Analytics
Micro-stops resolved
Packaging OEE Analytics

Identifying root cause of frequent micro-stops on cartoners.

Scrap Tracking Analytics
IIoT
Scrap reduced
Scrap Tracking Analytics

Sensor-based monitoring of packaging material scrap at start/stop cycles.

Line Flow Digital Twin
Twin
Simulated flow
Line Flow Digital Twin

Simulation models identifying accumulator bottle-necks during speed changes.

Warehouse Logistics Sync
Database
30% faster slotting
Warehouse Logistics Sync

Live pallet tracking synced with shipping bay assignments.

Predictive Motor Health
Predictive
Zero conveyor stops
Predictive Motor Health

Sensor-based health tracking on high-duty sorters and conveyors.

Technology Ecosystem

Reference Architecture

A proven technology stack connecting plant floor to enterprise, built on industry-leading platforms.

Sources (Shop Floor)
01 PLANT FLOOR
Sensors
Actuators
Motors
Robots
Equipment
02 CONTROL LAYER
PLC
DCS
SCADA
HMI
Safety Systems
Edge Ingestion Hub
Data Collection
Control Data
Edge Gateway
Telemetry
DHGSOFTIntelligent Factory Platform
03 CONNECTIVITY
OPC-UA Server
MQTT Broker
Industrial Ethernet
Edge Gateways
04 DATA PLATFORM
Historian
Data Lake
Streaming
05 AI & ANALYTICS
Machine Learning
Predictive Analytics
Digital Twin
Human + Machine Orchestration
Users (Enterprise)
08 BUSINESS INTEL
Top Level
Dashboards
KPIs
Reporting
Executive Analytics
07 ENTERPRISE SYSTEMS
ERP (SAP)
MES Integration
LIMS
CMMS
Business Apps
06 CLOUD PLATFORM
Azure
AWS
Industrial IoT Hub
Cloud Historian

Technology Partners

AVEVA
Schneider Electric
Microsoft
AWS
SAP
Oracle
Cisco
Phoenix Contact
Business Outcomes

Measurable Business Impact

DHGsoft solutions deliver quantifiable results across every dimension of your Consumer Packaged Goods operations.

30% OEE improvement
Line OEE

Smoother flow and fewer cartoner micro-stops.

35% faster SKU switch
Changeover Agility

Recipe-driven adjustments directly to lines.

25% scrap reduction
Material Efficiency

Reduced wrapper and film scrap during runs.

Zero label defects
Recall Mitigation

100% vision-inspected allergen labeling compliance.

Optimized giveaway
Giveaway Prevention

Reduced product overfill margins using checkweigher integration.

30% faster shipping
Warehouse Throughput

Connected pallet flow from line to dock doors.

Predictive uptime
Conveyor Availability

Maintenance during planned down periods.

Easy audits
Quality Compliance

Digital batch logs meeting strict packaging standard audits.

Why DHGsoft

The Partner Built for Industrial Transformation

DHGsoft combines deep industrial domain expertise with technology excellence to deliver digital transformation that creates lasting competitive advantage for Consumer Packaged Goods organizations worldwide.

10+ Years
Industry Expertise

Deep domain expertise across industrial manufacturing, energy, oil & gas, and process industries.

Certified Partner
Technology Partnerships

Certified partnerships with AVEVA, Schneider Electric, Microsoft, and AWS for best-in-class delivery.

Full Lifecycle
End-to-End Delivery

From strategy and design through implementation, integration, and ongoing managed support.

15+ Countries
Global Support

24/7 support capability with delivery teams across North America, Europe, and Asia Pacific.

200+ Projects
Customer Success

Proven track record with 200+ successful digital transformation projects and measurable ROI.

Related Capabilities
Industrial AICloud SolutionsOT AutomationOT CybersecurityManaged ServicesIIoT PlatformsDigital TwinMES Integration
GET STARTED

Ready to Transform Your Consumer Packaged Goods Operations?

Let's discuss how DHGsoft can accelerate your digital transformation journey with proven industrial solutions and deep domain expertise.