Key Features

This document outlines the core features of the Frisque platform, organized by their development phase.

Core Features (MVP)

The Minimum Viable Product focuses on establishing a functional end-to-end system that proves the core concept.

User Authentication: Secure user login and registration system.
Scan & Company Management: A database and admin interface for managing target companies and tracking the status of each due diligence scan.
Core AI Agent System: A basic multi-agent system featuring an Orchestrator and at least one worker agent capable of performing a simple task (like a web search).
Asynchronous Task Processing: Integration of Celery to run time-consuming AI agent scans in the background without blocking the user interface.
Simple Results Display: A basic web page to display the status and the final text-based memo generated by a completed scan.
Email Notifications: Automated email notifications to alert users when their scan is complete.

Building upon the MVP, these features will add depth, intelligence, and a richer user experience.

Advanced Data Input: A user interface for uploading various document types (pitch decks, financial statements) and providing links (social media, founder profiles).
Selective Scans: The ability for users to choose which specific types of analysis to run (e.g., only run a Tech and Financial scan).
Specialized AI Agents: A full suite of worker agents, including:
- Tech Bot: Assesses technology stack and scalability.
- Legal Bot: Identifies basic red flags in legal documents.
- Market Research Bot: Gathers market size, trends, and competitor data.
- Financial Bot: Performs basic analysis of financial statements.
Structured & Scored Outputs: Generation of a more structured investment memo and a dashboard that includes key metrics and a "go/no-go" score.
Real-time Updates: Use of Django Channels to provide live updates on scan progress directly in the user interface.

Looking beyond V1, these are some of the advanced capabilities we plan to explore.

RAG - Chat with Your Scans: An interactive chat interface allowing analysts to ask natural language questions about completed scan reports.
Comparative Analysis: The ability to compare scan results between different companies side-by-side.
AI-Powered Deal Sourcing: Proactive agents that scan public data sources to automatically identify and flag potential investment opportunities based on the firm's thesis.
Advanced Valuation Models: Integration of financial models like DCF to provide automated, preliminary valuation estimates.