Without efficient document management, project-based firms would fall to pieces. The advent of advanced technologies, particularly in scanning and document processing, helped firms streamline this crucial aspect of their operations. Traditional scanning methods often fall short, only capturing document images without extracting crucial metadata such as client names, dates, or invoice amounts, unless manually inputted by associates.
Optical Character Recognition (OCR) technology, also referred to as optical character reader, plays a pivotal role in modern document management systems. It involves the conversion of images containing typed, handwritten, or printed text into machine-encoded text. Various sources can be converted such as scanned documents, photographs of documents, scene photos capturing text on signs or billboards, or even subtitled text overlaid on images from television broadcasts.
OCR technology was developed by Emanuel Goldberg, making its debut in 1914. Initially, it was developed to aid the visually impaired in reading characters. Over time, OCR capabilities have evolved significantly, becoming useful in various everyday applications such as airport processes, mail handling, and banking.
Early iterations of OCR systems required training with images of individual characters and were limited to working with one font at a time. However, advancements in technology, and most notably in AI, have led to the development of sophisticated systems capable of achieving high accuracy across a wide range of fonts. Modern OCR systems can support various image file formats as inputs, enhancing their versatility and applicability.
Some OCR systems can even reproduce formatted output closely resembling the original document layout, including images, columns, and other non-textual components. This capability ensures that the digitized documents retain their visual integrity and readability, further enhancing the utility of OCR in document management and data processing tasks.
OCR engines have evolved into specialized software applications tailored to specific subjects such as receipts, invoices, checks, and legal billing documents. These applications offer a multitude of functionalities, including:
These applications show off the versatility and significance of OCR technology in modern-day document management. The adoption of OCR solutions is poised to become increasingly integral to firms’ operational workflows, driving efficiency, accuracy, and overall productivity.
Intelligent Character Recognition (ICR) software goes a step further than OCR, recognizing various fonts and handwriting styles. This distinction is crucial for grasping the nuances of modern document processing. ICR swiftly extracts information from scanned paper documents, digitally storing it for analytical reporting and seamless integration into business processes. Its self-learning systems continuously update recognition databases, achieving accuracy rates exceeding 97% for structured forms.
An important application is Automated Forms Processing, pioneered in 1993, streamlining data extraction from real-world forms. While OCR focuses on machine-printed text, ICR excels in deciphering hand-printed characters, though it faces some challenges with cursive handwriting. As businesses embrace digital transformation, ICR's adoption promises enhanced efficiency and accuracy in document management, revolutionizing data processing workflows.
While OCR remains a cost-effective solution for basic document management needs, ICR offers advanced features tailored to the requirements of project-based firms. Not only does the ability to decipher handwritten notes and diverse fonts expand its utility beyond OCR, but the automatic retrieval of relevant data mitigates the risk of human input errors, a common challenge with manual data entry processes.
In the realm of accounting, ICR proves particularly invaluable, streamlining the processing of various financial documents such as accounts payable, invoices, purchase orders, and payroll forms. For larger firms handling a high volume of documents monthly, ICR significantly reduces the time and effort expended on manual data entry tasks, thereby enhancing operational efficiency.
Leading ERP systems provider Deltek has embraced ICR technology within its flagship solution, Deltek Vantagepoint. Leveraging ICR capabilities, Vantagepoint's mobile expense feature enables users to capture receipts via photographs, with the software automatically extracting relevant text and populating fields. This eliminates the need for manual data entry, empowering accounting teams to track project budgets seamlessly throughout the project lifecycle.
As technology continues to evolve, Deltek remains at the forefront of innovation, exploring additional applications of ICR to further streamline business operations. Stay updated as Deltek continues to test and integrate ICR capabilities into various facets of its ERP system, promising even greater efficiency gains for project-based firms.