Financial Instruments Business Operator Kanto Finance Bureau Director (Kinsho) No. 1960 / Membership Association Investment Trusts Association, Japan Membership No. 012-02323 Go to GogoJungle Home
icon List
佐藤雅志｜ミヤビイノベーション代表
10/21/2026 19:21
Release： 10/21/2026 19:21
Update： 10/21/2026 19:21
佐藤雅志｜ミヤビイノベーション代表
Investment style : Day Trade
Investment career : More than 10 years
Investment amount : 1 million - 5 million JPY
We are analyzing the major 13 currency pairs across the board by utilizing a self-developed investment AI prediction. Not only directional forecasts by AI, but also fundamentals analysis, currency correlations, risk diversification, drawdown suppression, and the expected value for each currency pair are comprehensively checked. We emphasize selecting currency pairs that meet conditions instead of forcing entries. What we value is not a single hit, but reproducibility that can be continuously operated. Rather than adopting AI predictions as is, we combine market environment, fundamentals, correlation risk, and fund management to aim for stable operation with low drawdown. In backtests for the past 10 years, the predictive accuracy is about 60%, roughly the same as the current live operation, though backtests do not guarantee future results. 【Latest 1-year performance】 Average DD 1.38% | Maximum DD 8.92% Win rate 59.1% PF 1.41 Annual return 12% (monthly average 1.0%) Currently, we are revalidating the AI prediction logic, fundamentals analysis, risk management, and currency selection rules. In the future, while freely publishing a simple one-day AI prediction report once a day, we also plan to offer a GogoJungle AI signal distribution service, and will continue to improve it toward a more practical and sustainable form.
icon
Series
AI × Fundamental Integrated Analysis | 13 Currency Pairs FX Forecast Report
We are disclosing a forecast summary of the major 13 currency pairs by combining our independently developed investment AI predictions with fundamental analysis. In this series, for the 13 currency pairs, we list: - AI forecast 12 hours ahead - Fundamental assessment - Fundamental changes since the last update to organize which currency pairs deserve attention at present and which to pass on. We emphasize currency selection based on the alignment between AI forecasts and fundamentals, inter-currency correlations, and risk management, rather than mere market sentiment. Note: From August 2026 onward, we will revise the operating policy and publish a simplified AI forecast report once a day as a free article. 【Recent 1-year Performance】 Average drawdown: 1.38% | Maximum drawdown: 8.92% Win rate: 59.1% | Profit factor: 1.41 Annualized return: 12% (monthly average 1.0%) Currently, while revalidating the AI forecasting logic, fundamentals analysis, risk management, and currency selection rules, we are also preparing with an eye toward future provision of the GogoJungle AI Signal Delivery Service.
Add to cart
$9.38/month
Reference price (JPY): ￥1,480/月 (taxed)
Monthly subscriptions are only available on the Japanese site.
Article cover image

【10/22】AI × Fundamental Analysis Integration｜13 Currency Pairs Strategy

ℹ️ About this article

An investment-prediction AI independently developed through more than 10 years of R&D by an AI engineer with E-qualification, combined with fundamental analysis, analyzes the major 13 currency pairs across broadly.

The AI model learns daily and emphasizes generalization performance that can handle future price movements, not just short-term market movements. As a result, it maintains an accuracy of about 60% for both past and future, and achieves stable operation with an average drawdown of 1.38%.

In this article, the latest analyses from this system are published once daily, from around 6:00 to 9:00 in the morning.

＊補足＊

From April last year to January this year, profits increased by more than 1% every month quite smoothly, butin early February, we incurred a large loss (-10%) due to an operation mistake (overlooked manual parameter change and subsequent incorrect handling).

After that, risk measures were introduced in April, but the AI became too cautious, and in recent months little to no trading has occurred.

Please regard the following as the AI prediction results that are "overly cautious."※Currently under verification and improvement!

AI Prediction / Fundamentals Integration Summary

＊Tweet＊Momentum has faded. Volatility has been high recently.


Supplement

・12-hour forecast: final decision by AI (up / down / hold)
・Fundamental evaluation: current fundamental analysis by currency pair
・Fundamental change: directional change since the previous analysis

How to Confirm

・Currency pairs to focus on:

When the “12-hour forecast” and the “Fundamental evaluation” match, and the “Fundamental change” is flat or changing in the same direction (e.g., from mildly bullish to bullish)

・Currency pairs to hold off on:

When the “12-hour forecast” and the “Fundamental evaluation” do not match, or when the “Fundamental change” moves in the opposite direction (e.g., bullish → mildly bullish)

Currencies to watch

Note that the following currencies may be volatile due to economic announcements

JPY

Targeted currency pairs for prediction

USD/JPY, EUR/USD, EUR/JPY, AUD/JPY, NZD/JPY,
AUD/USD, CAD/JPY, CHF/JPY, EUR/GBP,
EUR/CAD, EUR/CHF, USD/CAD, USD/CHF

Notes

The content of this article is based on the author’s own AI predictions and operating logic.
This does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the reader’s own responsibility.

Supplement / Future Prospects

Currently, we are rechecking the AI forecasting logic, fundamentals analysis, risk management, and currency selection rules, and for the time being, we will continue to publish a simple daily AI forecast report free of charge.

In the future, we aim to offer this through GogoJungle’s AI signal delivery service, improving it to a more practical and sustainable format.

This is a free serialized article