AI Chat Interface for Guided Compliance Data Entry
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Solution Overview
Problem
Data collection platforms face challenges in efficiently managing compliance and risk due to complex record requirements, manual data entry inefficiencies, and varying user technical expertise, especially with mobile devices, leading to slow, inaccurate, and inconvenient data entry.
Innovation Solution
A single AI chat interface that uses natural language processing to guide users through data recording tasks, dynamically adjusting to user permissions and acting on their behalf to perform actions, utilizing voice input and integrating with various data systems.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If manual data entry is used in data collection platforms, then data can be collected, but the process becomes slow, inaccurate, and inconvenient especially for users with low technical expertise
Solution Approach 1:
The patent introduces an AI chatbot as an intermediary between users and the data collection platform. The chatbot receives natural language inputs from users, interprets their intent, and automatically performs data entry tasks. This mediator eliminates the need for users to navigate complex interfaces or understand technical procedures, thereby improving both productivity and ease of operation simultaneously
2Reliability
If complex record requirements are imposed to address compliance and risk management needs, then data completeness improves, but data entry becomes more time-consuming and error-prone
Solution Approach 1:
The AI chatbot is pre-trained with knowledge of compliance requirements and data validation rules. Before actual data entry occurs, the system has already prepared the framework for ensuring data completeness and accuracy. The chatbot proactively guides users through required information, validates inputs in real-time, and ensures all compliance-related fields are properly filled, thereby maintaining high reliability while reducing the time users spend on data entry
Solution Approach 2:
The system implements automated validation and error detection mechanisms that allow the data collection process to self-correct. The AI chatbot automatically identifies incomplete or inconsistent data, prompts users for corrections, and validates entries against compliance requirements without requiring manual review. This self-service approach ensures compliance accuracy while significantly reducing the time investment required from users
Data Source
AI summary
Systems, methods, and computer-readable storage media for a natural language chat interface which uses Artificial Intelligence (AI) to guide users to desired features. A system can receive, at a chat interface, natural language input from a user. Using an AI algorithm on the natural language input, the system can identify a request from the user for a desired action. The system can then identify required data for the desired action and retrieve the required data. The system can then generate an Application Programming Interface (API) call to another computer program based on the desired action, the API call using the retrieved data.