KVA
Technology

How we built MadarAI: Our proprietary fintech scoring platform

December 10, 2024KVA Tech Team

An inside look at MadarAI, our AI-powered platform for quantitative startup evaluation that analyzes 18+ critical KPIs for data-driven investment decisions.

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The Problem We Solved

Traditional startup evaluation is slow, subjective, and inconsistent. Investors spend weeks analyzing opportunities only to miss critical signals or fall prey to cognitive biases.

We built MadarAI to change that.

What is MadarAI?

MadarAI is our proprietary platform for quantitative startup evaluation and deal flow management. It transforms the way investors assess opportunities by providing data-driven scoring and analysis.

The Scoring Framework

Our system analyzes 18+ critical KPIs across multiple dimensions:

Founder Assessment

  • Technical skills in core business
  • Industry experience and track record
  • Execution capability

Business Validation

  • Commercial traction metrics
  • Revenue growth trajectory
  • Customer validation signals

Scalability Analysis

  • Geographic expansion potential
  • Business model scalability
  • Market size and penetration

Financial Health

  • Cash flow analysis
  • Unit economics
  • Funding efficiency

How It Works

1. Data Collection

We aggregate data from multiple sources — company submissions, public databases, market intelligence — into a unified view.

2. AI-Powered Analysis

Our algorithms process the data against our proprietary scoring framework, identifying patterns and signals that human analysts might miss.

3. Consensus Building

Using our Multi-Perspective Consensus (MPC) technology, we ensure balanced, accurate assessments by aggregating multiple analytical perspectives.

4. Actionable Output

The result: investor-grade dashboards, automated reports, and intelligent alerts that support fast, precise investment decisions.

Who Uses MadarAI

  • KVA Venture Capital team — for internal deal flow management
  • Family offices — for startup portfolio evaluation
  • Corporate innovation hubs — for strategic investment decisions

The Results

MadarAI has transformed our investment process:

  • Decision time reduced from months to 3-4 weeks
  • More consistent evaluation across all opportunities
  • Better signal-to-noise ratio in deal flow
  • Portfolio companies with stronger fundamentals

Built for Us, Available for You

MadarAI exemplifies our venture building philosophy: we create tools to solve our own problems, then commercialize them for the market.

This approach guarantees native product-market fit — if it works for us, it works for the market.


Interested in learning more about MadarAI? Contact us to schedule a demo.

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