🥇 1st Place — Business Technology Track | Gies AI for Impact Challenge Buildathon 2026
Magelli Scout is a multi-agent AI system built on Microsoft Copilot Studio that scores job postings for consulting fit using capability gap inversion. It automatically surfaces the most relevant opportunities through a live Power BI dashboard and Power Automate weekly briefs.
Consultants and job seekers waste hours manually screening job postings with no systematic way to evaluate fit against their capability profile. Existing tools lack intelligence — they match keywords, not capabilities.
| Agent | Role |
|---|---|
| Agent 1 | Job posting scraper and parser |
| Agent 2 | Capability gap inversion scorer |
| Agent 3 | Power BI dashboard updater |
| Agent 4 | Power Automate weekly brief generator |
See /architecture/system-diagram.svg for the full system diagram.
- AI Platform: Microsoft Copilot Studio
- Visualization: Power BI
- Automation: Power Automate
- AI/ML: Generative AI, Large Language Models (LLM), Prompt Engineering
- Methodology: Capability Gap Inversion
- 🥇 1st Place — Business Technology Track
- Gies AI for Impact Challenge Buildathon 2026
- Competed against all teams across Gies College of Business
Team 007 — Prateek Verma, Venky Mehra, Anmol Aggarwal, Jeswell Mathew
Prateek Verma · LinkedIn · vermaprateek1109@gmail.com