LEVERAGING AI FOR ENTERPRISE-SCALE DOCUMENT DIGITIZATION: A TECHNICAL DEEP DIVE
Keywords:
Intelligent Document Processing, Artificial Intelligence, Digital Transformation, Document Classification, Enterprise AutomationAbstract
This comprehensive article explores the transformative impact of artificial intelligence on enterprise-scale document digitization. It examines the technical architecture, implementation challenges, and solutions for processing both structured and unstructured documents. The article analyzes how modern AI-powered systems have revolutionized document processing through advanced classification, content extraction, and privacy-preserving techniques. The article discusses the critical aspects of scale considerations, quality assurance measures, and integration requirements while highlighting the significant business impacts achieved through these implementations. Furthermore, it explores emerging trends and future directions in document processing technology, emphasizing the evolution toward more sophisticated and efficient solutions.
References
Riley Kooh, "Document Processing Trends and Predictions for 2024 | Apryse Wrapped," Apryse Blog, 2024. [Online]. Available:https://apryse.com/blog/apryse-one-year-of-document-innovation-and-leadership
Dylan Azulay, "AI-Based Document Digitization – An Enterprise Guide," Emerj, 2020. [Online]. Available: https://emerj.com/ai-based-document-digitization-an-enterprise-guide/
Manpreet Dhanjal, "Intelligent Document Processing Solutions: Leveraging the Latest in AI," Forage AI Blog, 2024. [Online]. Available: https://forage.ai/blog/intelligent-document-processing-solutions-leveraging-the-latest-in-ai/
Manpreet Dhanjal "A Comprehensive Guide To Intelligent Document Processing in 2024," Forage AI Blog, 2024. [Online]. Available: https://forage.ai/blog/a-comprehensive-guide-to-intelligent-document-processing-in-2024/
Muhammad Nabeel Asim, et al. , "A Robust Hybrid Approach for Textual Document Classification," ICDAR 2019. Available: https://ieeexplore.ieee.org/document/8978119
Mariam Anwar, "AI Data Extraction Is a Must-Have for Modern Businesses," Astera Blog, 2024. [Online]. Available: https://www.astera.com/type/blog/ai-data-extraction/
Karishma Bhatnagar, "7 Key Intelligent Document Processing Challenges and Their Solutions," Docsumo Blog, 2024. [Online]. Available: https://www.docsumo.com/blogs/intelligent-document-processing/challenges
Manuel Grädel, "Built-in Quality in Agile Organizations," OSF, 2023 [Online]. Available: https://osf.io/pc4nm/
Navin Kumar Parthiban, "Calculating Real ROI Gains When Implementing Document Processing Automation (IDP)," iTech India Blog, 2023. [Online]. Available:https://itechindia.co/blog/calculating-real-roi-from-intelligent-document-processing-idp/
Guillaume Le Gouic,“Digitization metrics: Quantifying the business and sustainability impact of digital transformation," Schneider Electric Blog, 2024. [Online]. Available: https://blog.se.com/digital-transformation/2024/08/01/digitization-metrics-quantifying-the-business-and-sustainability-impact-of-digital-transformation/
Published
Issue
Section
License
Copyright (c) 2025 Anup Kumar (Author)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
