Chat-Based Timecard Drafting From Backlog and Calendar Data
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Solution Overview
Problem
Time entry in professional service businesses is tedious and prone to inaccuracies due to manual data entry and user diligence issues, leading to misrecorded or incomplete timecards.
Innovation Solution
A digital assistant that utilizes a graphical user interface to automate time entry by receiving event information, determining relevant contacts, and prompting users to input timecard details through a chatbot-like interface, leveraging calendar and email data to enhance accuracy and efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual time entry is used, then users have flexibility in entering data, but time entry accuracy deteriorates and manual effort increases
Solution Approach 1:
The system performs preliminary actions by automatically gathering event information from calendar applications and contact lists before prompting the user. This includes retrieving event details, identifying relevant contacts, and preparing time entry templates in advance, so that users only need to review and confirm rather than manually enter all data from scratch
Solution Approach 2:
The system enables self-service by automatically populating time entry fields with data from calendar events and contact information. The system autonomously retrieves event details, identifies relevant contacts based on event participants, and pre-fills timecard fields, reducing the need for manual data entry while maintaining accuracy
2Reliability
If delayed time recording is allowed, then users have more flexibility in when they enter data, but timecard reliability deteriorates due to misrecording or incomplete narratives
Solution Approach 1:
The system prompts users to complete timecards shortly after calendar events occur, capitalizing on immediate recall of event details. By triggering time entry prompts in close temporal proximity to the actual events, the system ensures that users can accurately recall and record work performed while the context is still fresh in their minds
Solution Approach 2:
The system provides immediate feedback to users by prompting them to complete timecards soon after calendar events occur. This timely feedback loop helps users record information while it is still fresh in their memory, improving the accuracy and completeness of timecard narratives before they have opportunity to forget or misremember details
3Measurement precision
If automated time entry is implemented, then time entry accuracy improves, but system complexity increases
Solution Approach 1:
The system uses the calendar application and contact list as intermediaries to automatically retrieve and structure time entry data. By leveraging these existing systems as data sources, the patent avoids building complex data collection infrastructure from scratch, simplifying the overall system architecture while maintaining automated accuracy
Solution Approach 2:
The system integrates multiple functions into a unified time entry platform, including calendar event retrieval, contact information management, timecard generation, and prompt delivery. This multi-functionality consolidates what would otherwise require separate systems into one cohesive solution, managing complexity through integration rather than proliferation of separate components
Data Source
AI summary
A method of time entry on a graphical user interface (GUI) of a computer system includes generating a chat screen on the GUI, generating at least a first option to create a backlog entry and a second option to address backlog, receiving a selection of the first option via the chat screen at a first time, receiving at least one first entry including a description of a task via the chat screen, receiving a selection of the second option via the chat screen at a second time, receiving at least one second entry including information identifying at least one of a client or a matter associated with the client, generating a draft timecard based on the at least one first entry and the at least one second entry, and causing display of the draft timecard on the chat screen for approval by the user.