AI Intake & Prioritization Agent
An AI-assisted prototype that helps enterprise teams evaluate incoming requests, assign priority levels, and generate executive-ready summaries using structured business criteria.
Overview
Organizations often receive more requests than available resources can support. This prototype explores how artificial intelligence can assist with intake, prioritization, and decision support by evaluating requests against predefined business criteria.
Problem
Teams frequently rely on manual processes to review and prioritize incoming requests, creating challenges related to consistency, transparency, and scalability.
Solution
The AI Intake & Prioritization Agent provides a structured approach to evaluating requests using weighted criteria and automated analysis to support more informed decision-making.
Key Features
Structured intake workflow
Automated prioritization scoring
Decision-support recommendations
Executive summary generation
Dashboard-based interface
Technology
Python • Streamlit • Pandas • OpenAI API
Future Opportunities
Potential future enhancements include workflow automation, portfolio-level reporting, and integration with project management systems.
Watch Prototype Demo
Watch this short walk through of the AI Intake & Prioritization Agent prototype described above. This video demonstrates the working Streamlit application, including the intake workflow, prioritization scoring, decision-support recommendations, and AI-generated executive briefs.
Two example intake requests are included to illustrate how the solution evaluates different business scenarios. The GitHub repository linked below contains the source code and implementation used to build this prototype.
View Code on GitHub
Open the project repository to review the code, README, technology stack, and implementation details.