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Project Thread🏆 Inventx 2026 - Second Place Winner

FutureSight - CEOAI — Multi-agent business planning and 72-hour visual simulation platform

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Overview

An AI-driven business planning and simulation platform that evaluates user-submitted ideas based on location and budget constraints to generate an initial viability score and a definitive Go/No-Go decision.

Tech Stack

Multi-Agent FrameworkLarge Language Models (LLMs)Frontend VisualizationPython

Features

  • Initial Viability Scoring: Evaluates business ideas automatically based on location and budget constraints.
  • Multi-Agent Evaluation: Integrates feedback from 3 distinct entrepreneur personas.
  • Domain Expert Analysis: Strategic recommendations from specialized Business, Market and Finance agents.
  • CEO Agent Verdict: Aggregates all agent insights to make a definitive Go/No-Go decision.
  • 72-Hour Visual Simulation: Forecasts operational scenarios to dynamically illustrate potential business outcomes visually.

Key Decisions

01

Structured the agentic workflow hierarchically, ensuring the CEO agent processes aggregated reports from the domain experts rather than raw user inputs.

02

Integrated a 72-hour simulation engine to transition the platform from a static advisory tool into an interactive, visual forecasting experience.

Learnings

→Mastered the orchestration of diverse AI personas, balancing creative entrepreneurial feedback with strict financial and market heuristics.
→Learned to translate abstract AI decision-making into concrete, visually simulated business events.
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