Building Forms And Processes Using AI In FlowWright

Dileepa Wijayanayake • December 30, 2024

Our workflow automation platform, can be significantly enhanced with the integration of Artificial Intelligence (AI) to create intelligent forms and streamline data processing. By leveraging AI technologies like natural language processing (NLP) and machine learning, you can automate complex tasks, improve accuracy, and enhance the overall user experience. In this article we share how AI and forms creation can be executed.


AI-Powered Form Creation in Workflow Automation

  1. Intelligent Form Templates:
  • Automated Template Generation: AI can automatically generate form templates based on existing documents or data structures, saving time and effort.
  • Dynamic Form Fields: AI can identify key data fields and automatically create form fields with appropriate data types (e.g., text, date, number).
  1. Real-time Form Validation:
  • Error Detection: AI can detect errors in form data, such as invalid input or missing fields, and provide real-time feedback to users.
  • Smart Suggestions: AI-powered suggestions can help users fill out forms accurately and efficiently.


AI-Driven Data Extraction and Processing

  1. Document Understanding:
  • OCR and NLP: AI can accurately extract text from scanned documents or images using OCR and NLP techniques.
  • Document Classification: AI can automatically classify documents based on their content, structure, or metadata.
  1. Data Extraction:
  • Named Entity Recognition (NER): AI can identify and extract specific entities like names, dates, and addresses from unstructured text.
  • Table Extraction: AI can accurately extract data from tables and convert it into structured formats.
  1. Data Validation and Cleaning:
  • Data Quality Assessment: AI can identify and correct errors, inconsistencies, and missing data.
  • Data Standardization: AI can standardize data formats, units, and currencies.


AI-Powered Workflow Automation

  1. Intelligent Routing:
  • Dynamic Routing: AI can dynamically route documents to appropriate workflows based on their content and context.
  • Predictive Routing: AI can predict the optimal workflow path for a document, reducing manual intervention.
  1. Decision Automation:
  • Rule-Based Automation: AI can automate decision-making based on predefined rules and conditions.
  • Machine Learning-Based Decisions: AI can learn from historical data to make more accurate and informed decisions.


Benefits of AI-Powered Forms and Processing

  • Increased Efficiency: Automation of manual tasks and reduction of human error.
  • Improved Accuracy: Enhanced data accuracy through AI-powered validation and extraction.
  • Faster Time to Value: Accelerated processing times and quicker decision-making.
  • Enhanced User Experience: Intuitive form design and real-time feedback.
  • Scalability: Ability to handle increasing volumes of documents and complex workflows.


Use Cases for Forms Automation & AI

  • Healthcare: Automating the processing of medical records, insurance claims, and patient intake forms.
  • Finance: Automating the processing of invoices, purchase orders, and bank statements.
  • Insurance: Automating the processing of claims, policy documents, and underwriting forms.
  • Legal: Automating the processing of contracts, legal documents, and discovery documents.


By integrating AI into workflow automation organizations can create intelligent forms, automate complex processes, and extract valuable insights from unstructured data. This empowers businesses to make data-driven decisions, improve operational efficiency, and stay competitive.


Ready to see FlowWright's Forms Automation & AI in action? Schedule a demo to explore its features and discover how it can transform your organization’s workflow automation journey.

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