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AI-Based Product Traceability in Manufacturing

A real-time AI-driven tracking solution for monitoring product flow, quality assurance, and compliance across manufacturing supply chains.

AI-Based Product Traceability in Manufacturing is a smart tracking solution designed to monitor every stage of the production lifecycle in real time. Powered by AI, the platform identifies, logs, and traces components from raw material intake to final product dispatch—enabling complete visibility and accountability.

AI-Based Product Traceability in Manufacturing
Location

MENA

Industry

FINTECH

Team Size

10 people

Duration

9 months

Challenges

01.

Challenges
  • Resolve data fragmentation by integrating ERP, MES, barcode scanners, and IoT devices to ensure consistent and unified product traceability.

  • Implement real-time monitoring dashboards to track product flow and immediately respond to defects or supply chain disruptions.

  • Automate traceability logs with tamper-proof records to meet regulatory standards like ISO, FDA, and automotive compliance, and support efficient recall processes.

02.

Solution
  • Build an AI-based traceability engine that integrates with barcode scanners, RFID, and PLCs for real-time component tracking across production lines.

  • Deploy a centralized dashboard to visualize product journeys, batch metadata, and milestone events with complete audit logs.

  • Apply machine learning to identify trace anomalies, detect mismatches in part IDs, and flag incomplete assembly records for immediate action.

  • Allow manufacturers to instantly generate compliance reports for ISO, FDA, and other standards to streamline audits and recalls.

Solution

OUR INPUT

Backend System Integration

Backend System Integration

Factory-Floor UI Development

Factory-Floor UI Development

Industrial UX Design

Industrial UX Design

Traceability Strategy Consulting

Traceability Strategy Consulting

Manufacturing Project Coordination

Manufacturing Project Coordination

RESULT

We're proud of reaching new heights with our customers, helping them achieve advanced levels of scalability and stability.

Lasya AI TechOur Features
App Functionality
Real-Time Product Tracking
Real-Time Product Tracking
Batch & Serial Number Management
Batch & Serial Number Management
Defect Origin Analysis
Defect Origin Analysis
Process Stage Monitoring
Process Stage Monitoring
Compliance Reporting Dashboard
Compliance Reporting Dashboard
QR/Barcode Integration
QR/Barcode Integration
Operator Activity Logs
Operator Activity Logs
Automated Quality Checks
Automated Quality Checks
Supplier-to-Shopfloor Traceability
Supplier-to-Shopfloor Traceability
Lasya AI Tech
Lasya AI TechWhat we offers

HOW WE DID IT

Full-Line Data Integration
Full-Line Data Integration

Integrated sensors, scanners, and PLCs at every production stage to collect granular data, enabling end-to-end traceability from raw materials to finished goods.

 Close Collaboration with Manufacturing Teams
Close Collaboration with Manufacturing Teams

Worked directly with plant operators and quality assurance teams to align the solution with factory workflows, regulatory needs, and ERP/MES systems.

Deployment of AI and Vision Systems
Deployment of AI and Vision Systems

Used computer vision and AI models to detect assembly errors, verify components, and classify products in real time—automating traditionally manual checkpoints.

Role-Based Secure Access
Role-Based Secure Access

Implemented secure access layers for floor operators, supervisors, and auditors to interact with data based on permissions, ensuring trace integrity and compliance.

Scalable to Multi-Plant Operations
Scalable to Multi-Plant Operations

Built a scalable system architecture supporting rollout across multiple factory locations, each with customized rules, formats, and reporting needs.

Compliance & Audit Reporting Engine
Compliance & Audit Reporting Engine

Developed dynamic reporting modules to generate on-demand traceability logs and compliance documents for ISO, FDA, and automotive regulations.

Lasya AI Tech

Technologies we Used

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Python
kotlin.svg
TensorFlow
swift.svg
PostgreSQL
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Apache Kafka
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Node.js

Creation Process

  • Initial Research and Team Structuring

    • Conduct discovery sessions with manufacturing stakeholders to identify workflow inefficiencies, compliance needs, and traceability gaps.
    • Assemble a cross-functional team including AI developers, MES/ERP integrators, and factory operations specialists.
    • Define and prioritize features focused on traceability, batch tracking, and defect source detection across production lines.
    Initial Research and Team Structuring
  • Identifying Core Functionalities and Features

    • Map real-time tracking needs from raw material intake to packaging using barcode and sensor integration.
    • Define logic for component traceability, batch history, and product serialization with visual dashboard features.
    • Set up smart validation rules to trigger alerts for trace breaks, rework loops, and incomplete assembly steps.
    Identifying Core Functionalities and Features
  • Understanding Business Needs and Technical Requirements

    • Integrate AI models and machine vision to validate product stages and ensure compliance at checkpoints.
    • Connect traceability logs to ERP systems and cloud storage for centralized reporting and audit readiness.
    • Design data pipelines to maintain consistent flow of tagged metadata from shopfloor sensors to backend systems.
    Understanding Business Needs and Technical Requirements
  • Strategic Planning for Application Enhancement

    • Create a modular platform architecture to support multi-plant deployments with localized settings and formats.
    • Implement predictive insights using collected trace data to preempt failures and optimize workflows.
    • Plan future updates for supplier-to-consumer traceability, integrating blockchain and global compliance tagging.
    Strategic Planning for Application Enhancement
Lasya AI TechContact Us

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What are the key benefits of partnering with LasyaAitech?

We provide end-to-end software development services, from initial concept to deployment. Whether it's web development, mobile apps, or integrating cutting-edge technologies like AI, our solutions are tailored to your unique business needs, ensuring high performance, scalability, and exceptional user experiences.

How does your software development process work?

We follow a structured approach, starting with an in-depth consultation to understand your requirements. Our team then drafts a clear project roadmap, ensuring transparency and regular updates throughout development. From prototyping to testing and deployment, we work collaboratively to bring your vision to life.

Can LasyaAitech help us scale our existing software or migrate to new technology?

Absolutely! We specialize in upgrading existing systems, improving performance, and enabling seamless migration to modern technologies. Our team ensures minimal downtime and a smooth transition tailored to your growth objectives.

Why should I choose LasyaAitech over other software development companies?

With a proven track record of delivering successful projects like MailBluster and ThemeWagon, we combine technical expertise with a client-first approach. Our agile methods and attention to detail ensure we exceed expectations and deliver measurable results.

How do you ensure the security and scalability of your solutions?

We prioritize security at every stage of development, implementing industry-best practices to protect your data and systems. Our solutions are designed to be scalable, allowing your business to grow without limitations, ensuring long-term success.

Lasya AI Tech
Lasya AI TechLasya AI Tech

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