Manufacturing
AI-Driven Operations, Quality & Predictive Intelligence
AI Adoption
Manufacturing industries—especially automotive OEMs, Tier-1 suppliers, and machine builders—are operating under intense pressure driven by global competition, cost volatility, supply-chain uncertainty, and rapidly evolving technology.
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Increasing demand for higher productivity with lower operational cost
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Strong push toward brownfield digitalization without disrupting running plants
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Growing need to:
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Improve quality consistency
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Reduce downtime and unplanned maintenance
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Enhance shopfloor safety and compliance
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AI adoption is moving beyond experimentation toward:
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Vision AI at the edge
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Data-driven maintenance and operations
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AI-assisted analysis of industrial data and documentation
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Use Cases
ConnectedThinks enables manufacturers to practically apply AI—combining Vision AI, Industrial IoT, and modern analytics—without replacing existing PLC, SCADA, MES, or automation systems.
Vision AI for Production & Assembly Supervision

AI-based visual supervision of manual, semi-automated, and automated production processes to ensure correctness and consistency.
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Detection of:
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Missing, incorrect, or misplaced components
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Wrong assembly sequence or orientation
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Deviations from defined process steps
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Continuous monitoring without stopping production
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Event-based alerts and visual evidence for root-cause analysis
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Works alongside existing PLC, SCADA, and MES systems
Typical applications: Automotive assembly stations, machine sub-assembly lines, pharma packaging processes
Machine Vision & AI for End-of-Line Testing

Automated visual inspection at the final stage of production to ensure product quality before dispatch.
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Surface inspection:
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Scratches, dents, cracks, cosmetic defects
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Code and label verification:
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Barcode / QR / DataMatrix scanning
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Print quality and readability checks
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Pass / fail classification integrated with reject mechanisms
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Image and result archival for audit and compliance
Typical applications:
Automotive components, consumer products, pharma packaging, food containers
Machine Builder
Enablement

AI and vision capabilities are packaged as value-added modules for machine OEMs and system integrators.
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Add intelligence to machines:
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Assembly validation
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Smart diagnostics
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Condition monitoring
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Enables:
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Predictive maintenance offerings
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Remote support and service insights
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Data-driven service contracts
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Deployable as:
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On-premise edge software
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OEM-branded or white-label solutions
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Typical applications:
Special-purpose machines, packaging machines, assembly cells, test benches
AI-Assisted Data &
Document Intelligence

Use of AI and large language models to extract insights from industrial data and documentation.
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Analysis of:
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Maintenance logs
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Alarm histories
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Production and downtime data
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Intelligent search and summarization of:
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SOPs
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Machine manuals
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Service and inspection reports
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Faster troubleshooting and knowledge access for operators and engineers
Typical applications:
Maintenance teams, reliability engineers, operations managers, OEM service teams
Machine Vision for Industrial
Automation

High-precision machine vision systems using multiple industrial cameras for deterministic automation tasks.
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Accurate:
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Alignment and positioning
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Dimensional and size measurement
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Presence and orientation checks
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Supports:
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GigE / USB3 industrial cameras
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Controlled lighting and optics
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Designed for real-time feedback to automation systems
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Suitable for micron-level accuracy requirements
Typical applications: Pick-and-place alignment, robotic guidance, precision assembly, tool positioning
Traceability

Visual and data-driven traceability across production steps, batches, and machines.
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Vision-based identification of:
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Part IDs, batch numbers, serial codes
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Correlation of:
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Product → machine → process → operator → time
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Enables:
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Faster root-cause analysis
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Targeted recalls
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Regulatory and customer compliance
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Integrates with MES, ERP, and quality systems
Typical applications: Pharma batch tracking, automotive part genealogy, food production traceability
Machine Safety & Operator
Monitoring

Vision-based safety monitoring to reduce incidents and improve compliance in industrial environments.
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Detection of:
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PPE compliance (helmets, gloves, safety vests)
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Human presence in restricted or hazardous zones
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Unsafe proximity to machines, robots, or moving equipment
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Visual event logs for incident investigation
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Supports safety audits and continuous improvement initiatives
Typical applications:
Automotive body shops, machining centers, oil & gas facilities, heavy manufacturing
Relevant Products and Solutions
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