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Agentic AI & GenAI

Multi-Agent AI Business Plan Builder (PlanForge AI)

A confidential client project — a multi-agent AI platform that turns a business idea, location and budget into an investor-ready business plan, exported as formatted PDF and Word documents.

🔒Private client project — source code confidential
  • LangGraph
  • LangChain
  • Google Gemini
  • Multi-Agent AI
  • Prompt Engineering
  • Python
  • Flask
  • REST API
  • Web Scraping
  • Financial Modeling
  • PDF Generation
  • Data Visualization
Multi-Agent AI Business Plan Builder (PlanForge AI) — cover

Case study

The build, in detail

Overview

PlanForge AI is a multi-agent platform that transforms a simple business idea into a complete, investor-ready business plan. Users provide only three inputs — the business idea, a location and a starting budget — and the platform performs market research, competitor analysis, financial forecasting, SWOT analysis and risk assessment before exporting professionally formatted PDF and Word documents.

The problem

Preparing a professional business plan means researching the market, analysing competitors, estimating startup costs, building financial projections, performing SWOT and risk analysis and writing investor-ready documentation. For many founders this takes days or weeks before an idea can be put in front of investors.

How it works

The workflow is orchestrated as a six-agent architecture, where each agent owns one domain and passes structured output to the next stage:

  • Market Research Analyst — live web research covering market size, industry trends, growth opportunities and regulations, with source references.
  • Competitor Intelligence Analyst — identifies real competitors and analyses pricing, positioning and the competitive landscape.
  • Financial Planning Agent — startup cost estimates, five-year projections, revenue forecasts, operating expenses, margins and break-even analysis, validated against the user's stated budget.
  • Business Strategy Agent — SWOT analysis, business risks, opportunities and strategic recommendations.
  • Business Plan Writer — turns the research into a structured plan with investor-ready sections.
  • Document Compiler — produces polished PDF and Word reports with charts, cover page, table of contents, financial visualisations and source references.

Why a multi-agent architecture

Rather than relying on a single prompt, responsibilities are distributed across six specialised agents. Each focuses on one domain and hands structured output to the next stage, which improves accuracy, reduces hallucinations, simplifies maintenance and supports production-grade reliability through validation, retry mechanisms and deterministic fallbacks.

Key engineering decisions

Before generation begins, the platform enriches the user's input into a business profile — name suggestions, industry classification, target customer, product ideas and first-year goals — which the user can review and edit, so the final plan rests on accurate assumptions. Individual sections can be regenerated without rebuilding the whole document, and generation progress is reported in real time.

Inside the build

Screens from the system

  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 1
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 1
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 2
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 2
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 3
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 3
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 4
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 4
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 5
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 5
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 6
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 6
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 7
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 7
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 8
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 8
  • Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 9
    Multi-Agent AI Business Plan Builder (PlanForge AI) — screenshot 9