Startup Intelligence Dashboard

AI-powered Founder Intelligence Platform that predicts startup risks, simulates AI feature ROI, and discovers funding opportunities before founders make costly decisions.

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Startup Intelligence OS

Inspiration

Most startup tools today are reactive.

Founders usually realize problems too late — burnout rises, execution slows down, infrastructure costs explode, and AI features become difficult to scale.

I wanted to build something that behaves more like an AI co-founder instead of another generic analytics dashboard.

The goal behind Startup Intelligence OS was to create a platform that helps founders:

  • detect operational risks early
  • evaluate AI feature ROI before development
  • discover funding opportunities
  • receive strategic recommendations using AI reasoning

Instead of helping startups only after problems appear, the platform focuses on predicting weak signals before they become startup failures.

What it does

Startup Intelligence OS is an AI-powered Founder Intelligence Platform that combines multiple startup intelligence systems into one interactive dashboard.

The platform includes:

  • AI Early Warning System

    • predicts burnout risks
    • hiring bottlenecks
    • scalability pressure
    • runway pressure
    • execution slowdowns

  • Predictive ROI Simulator

    • evaluates AI feature feasibility
    • estimates infrastructure burden
    • predicts implementation complexity
    • analyzes expected business ROI

The ROI formula used inside the simulator is:

$$ ROI = \frac{Gain - Cost}{Cost} \times 100 $$

  • Funding Intelligence Hub
    • recommends accelerators
    • startup grants
    • incubators
    • startup programs
    • VC opportunities

Each funding recommendation includes:

  • AI-generated funding match score
  • startup compatibility reasoning

  • official funding website links

  • NEXUS AI Assistant

    • behaves like an AI startup advisor
    • answers strategic founder questions
    • understands live startup analysis context

  • Branding Studio

    • generates startup logos
    • generates startup slogans

The platform also includes:

  • Startup Health Score
  • Survival Probability
  • Startup DNA Analysis
  • Burnout Risk Trend
  • Strategic Verdict Engine

How we built it

The project was built entirely using MeDo through:

  • multi-turn prompting
  • iterative refinement
  • plugin orchestration
  • full-stack generation workflows

The generated stack includes:

React + TypeScript
Tailwind CSS
Supabase
Edge Functions
LLM workflows
Plugin orchestration

Built With

  • medo
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