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ALPHAFintech Product

Micro-Investing Made Automatic

Kamioi is a personalized wealth-building platform that uses AI to transform spending behavior into investment opportunities. By analyzing your transactions, Kamioi identifies the brands you interact with, maps them to publicly traded companies, and invests your spare change into fractional shares. This makes investing passive, accessible, and directly aligned with your everyday life. Kamioi was built for people who want to invest but don’t have the time to research, budget, or actively trade. Our platform turns consumer habits into long-term financial growth—automatically and intelligently.

Micro-Investing Made Automatic
Micro InvestingRound UpsAutomated InvestingPassive InvestingFintech
Status
ALPHA
Category
Fintech Product
Technology
Micro Investing
The Challenge

Market Opportunity

Kamioi is a personalized wealth-building platform that uses AI to transform spending behavior into investment opportunities. By analyzing your transactions, Kamioi identifies the brands you interact with, maps them to publicly traded companies, and invests your spare change into fractional shares. This makes investing passive, accessible, and directly aligned with your everyday life. Kamioi was built for people who want to invest but don’t have the time to research, budget, or actively trade. Our platform turns consumer habits into long-term financial growth—automatically and intelligently.

Our Solution

AI-Powered Approach

We built a production-grade system leveraging cutting-edge AI and machine learning to solve this challenge at scale.

  • Micro Investing
  • Round Ups
  • Automated Investing
  • Passive Investing
  • Fintech

Impact & Results

Measurable outcomes from our work

14.6M+
LLM mappings processed
270+
API endpoints
99%
Set & Forget
2
Minute Setup

Technology Stack

Frontend
React 18
Vite
Tailwind CSS
React Router
Framer Motion
Backend
Flask 2.3.3
SQLAlchemy 3.0.5
SQLite/PostgreSQL
Flask-CORS 4.0.0
Flask-SocketIO 5.3.6
AI/ML
Enterprise-grade LLM processing millions of transactions
AI merchant-to-stock ticker mapping
LLM Center mapping management (queue/approve/reject/search)
AI-powered transaction analysis
Automatic mapping from purchases to stock ownership

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