Smart Document Workflow Automation

• Author(s):

  Swetha S | Praveena K | Yoga Lakshmi M A | Prabhu V

• Keywords:

• Abstract:

  In An Era Where Organizations Handle Massive Volumes Of Unstructured And Semi-structured Documents Daily, Traditional Manual Workflows Struggle To Maintain Efficiency, Accuracy, And Compliance. The Smart Document Workflow Automation System (SDWAS) Revolutionizes Document-driven Operations Through Artificial Intelligence (AI), Optical Character Recognition (OCR), And Intelligent Workflow Management. The System Is Designed To Automate Document Capture, Classification, Routing, And Approval—eliminating Repetitive Manual Tasks And Ensuring Faster, More Reliable Business Processing. At Its Core, SDWAS Integrates AI-powered OCR For Document Digitization, Natural Language Processing (NLP) For Intelligent Content Extraction, And State Machine-based Workflow Orchestration For Process Automation. Each Document Is Processed Through A Structured Pipeline That Includes Text Recognition, Metadata Tagging Using Hash Tables, And Routing Through A Hierarchical Approval Tree. The System Dynamically Adapts To Organizational Rules And Priorities, Ensuring Seamless Collaboration And Timely Decision-making Across Departments. The Solution Also Leverages Machine Learning Models For Anomaly Detection And Intelligent Insights, Helping Identify Errors, Fraud Risks, Or Bottlenecks In Document Handling. A Centralized Dashboard Offers Real-time Visibility Into Workflow Stages, Enabling Administrators To Monitor Processing Status, Queue Performance, And Approval Turnaround Times. Integration With APIs Allows Interoperability With Third-party Platforms Such As ERP, CRM, And Cloud Storage Systems, Ensuring Scalability And Adaptability. Beyond Automation, SDWAS Emphasizes Data Integrity, Transparency, And Security. All Transactions Are Logged Immutably, And Sensitive Data Is Encrypted To Ensure Compliance With Enterprise And Data Protection Standards. Its Modular, Microservices-based Architecture Ensures High Scalability And Maintainability Across Diverse Business Environments. Ultimately, The Smart Document Workflow Automation System Bridges The Gap Between Manual Documentation And Digital Intelligence. By Combining Automation, Analytics, And Adaptive AI, It Transforms Document-heavy Operations Into Streamlined, Insight-driven Workflows—empowering Organizations To Achieve Higher Efficiency, Accuracy, And Operational Agility In Today’s Data-driven World.

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Other Details

• Paper id:

  IJSARTV11I10104097

• Published in:

  Volume: 11 Issue: 10 October 2025

• Publication Date:

  2025-10-12

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