Microforge Works

Services

Two AI-powered products from Microforge Works

Kabu Prediction

AI-Driven Japanese Small-Cap Stock Prediction Platform

A platform providing machine learning-based stock prediction signals targeting small-cap stocks (market cap under 1 billion yen) listed on Japan's Growth Market.

Key Features

Multi-Horizon Prediction

Generates prediction signals across 4 timeframes: 3-day (swing), 1-week (short-term), 1-month (medium-term), and 3-month (medium-long term).

High-Precision Signals

Comprehensive investment signals including expected return, Sharpe ratio, confidence score, target price, and stop-loss recommendations.

Backtesting & Validation

Walk-forward validation prevents overfitting. Daily signal evaluation continuously monitors prediction accuracy.

Portfolio Simulation

Customizable simulation dashboard with initial capital, commission, and tax rate settings. Manage equity curves and trade logs.

Tech Stack:Next.js / Python / LightGBM / XGBoost / BigQuery / Supabase / GCP Cloud Functions
Visit Servicehttps://kabu.microforge.works

CRM Analytics

Natural Language AI Business Analytics Platform

An AI platform that makes business data analysis accessible to everyone, regardless of SQL knowledge. Simply ask questions in natural language to automate everything from data analysis to strategy recommendations.

Key Features

Natural Language to SQL

Automatically converts natural language questions into SQL queries with auto-correction supporting up to 3 retries.

Interactive Visualization

Automatically selects chart types based on data. Visualize insights with intuitive graphs.

Multi-Source Support

Supports multiple data sources including BigQuery, Google Analytics 4, and CSV uploads.

AI Strategy Recommendations

AI automatically generates actionable business strategies and insights based on analysis results.

Tech Stack:Next.js / FastAPI / Google Gemini / BigQuery / DuckDB / Cloud Run
Visit Servicehttps://analyst.microforge.works