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FinTech · International

DotKot

A platform where startups meet investors — automated project matching by budget and risk strategy.

DotKot interface

DotKot is a web platform connecting startups with the investment community. Startups publish their business profiles, and investors get access to a large pool of projects in one place.

The challenge

Build an automated analytics platform to search, analyze, and match investment projects to an investor's budget and risk strategy. The system needed to analyze key business metrics and development stage, then suggest suitable investment formats.

Our solution

Raccoon Soft built the platform from scratch for startups to publish business profiles. Pitch decks, financial statements, and supporting documents are processed with GenAI: the system extracts meaningful metrics from them and matches each project against a specific investor's financial criteria.

Key deliverables

  • Built a system that analyzes investor strategy
  • Automated first-pass project screening: investors get a shortlist matched to their budget and risk strategy instead of manually reviewing dozens of decks
  • Normalized diverse startup documents into a comparable metric set for automated matching

Project screenshots

Client

DotKot

FinTechInternational
Engagement

2025 – present

Tech stack
Next.jsNode.jsPostgreSQLGenAI
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