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PulseForge AI

AI-Powered Strategic Business Intelligence Platform

PulseForge AI transforms real-time public business signals into actionable strategic intelligence by building dynamic AI Business Twins of organizations. It helps startups, enterprises, consultants, and business development teams discover strategic partnerships, identify market opportunities, and make evidence-backed business decisions.


Overview

Businesses generate thousands of public signals every day through hiring activities, product launches, funding announcements, company websites, press releases, and market updates.

Manually monitoring these signals is slow, fragmented, and difficult to scale.

PulseForge AI continuously discovers, analyzes, validates, and explains these signals through an agentic AI workflow to deliver strategic recommendations and partnership intelligence.


Features

  • AI Business Twin Generation
  • Real-Time Business Signal Collection
  • Partnership Match Engine
  • Evidence-Based Explainability
  • Strategic Ecosystem Visualization
  • Scenario Simulator
  • Executive Decision Support
  • AI Action Hub
  • Presentation Workspace
  • Business Signal Dashboard

AI Workflow

Public Sources
      │
      ▼
Signal Collection Agent
      │
      ▼
Evidence Validation
      │
      ▼
Intent Analysis Agent
      │
      ▼
Business Twin Engine
      │
      ▼
Partnership Intelligence
      │
      ▼
Decision Engine
      │
      ▼
Action Hub

Technology Stack

Frontend

  • React
  • TypeScript
  • Vite
  • HTML5
  • CSS3

Backend

  • Python
  • FastAPI
  • Uvicorn
  • Pydantic

AI & Data

  • Google Gemini
  • Tavily API
  • NewsAPI
  • BeautifulSoup
  • RSS Feeds

Project Architecture

Frontend (React + TypeScript)
              │
              ▼
FastAPI Backend
              │
              ▼
AI Agent Pipeline
              │
      ┌───────┼────────┐
      ▼       ▼        ▼
 Tavily    NewsAPI   Website Scraper
      │       │        │
      └───────┼────────┘
              ▼
Business Twin Engine
              ▼
Partnership Intelligence
              ▼
Action Hub

Key Modules

  • Business Twin
  • Partnership Match Engine
  • Signal Intelligence
  • Strategic Ecosystem
  • Scenario Simulator
  • Action Hub
  • Evidence Explorer
  • Presentation Workspace

Demo

Video

https://youtu.be/qPubB7xTwdg


Repository

https://github.com/Codexia-afk/PulseForge_AI


Installation

Clone

git clone https://github.com/Codexia-afk/PulseForge_AI.git

Frontend

npm install
npm run dev

Backend

cd backend

pip install -r requirements.txt

uvicorn app.main:app --reload

Environment Variables

Create:

backend/.env
TAVILY_API_KEY=
NEWS_API_KEY=
GEMINI_API_KEY=
OPENAI_API_KEY=
GOOGLE_API_KEY=
GOOGLE_CX=

Use Cases

  • Business Development
  • Enterprise Strategy
  • Startup Growth
  • Strategic Partnerships
  • Market Intelligence
  • Investment Research
  • Competitive Analysis

Team

  • Srinjoy Pramanick
  • Soudip Biswas
  • Anwesha Das

Future Scope

  • Live CRM Integrations
  • Salesforce Integration
  • Slack Integration
  • Microsoft Teams Integration
  • Business Knowledge Graph
  • Multi-Agent Collaboration
  • Advanced AI Copilot

License

This project is licensed under the MIT License.


Acknowledgements

Built during Crazy Build Hackathon with the vision of transforming public business signals into strategic business intelligence through agentic AI.

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