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
10/23/2026 01:23
Release： 10/23/2026 01:23
Update： 10/23/2026 01:23
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

【10/23】AI×Fundamental Integration Analysis｜13 currency pair strategies

ℹ️ About this article

An AI engineer with E資格 (Certification) holding over 10 years of R&D has developed a proprietary investment-prediction AI by combining it with fundamental analysis to analyze the major 13 currency pairs across the board.

The AI model continues learning daily, emphasizing generalization ability that can handle future price movements, not just short-term market optimizations. As a result, it maintains an accuracy of about 60% for both past and future, achieving 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 AM to 9:00 AM.

＊ Notes ＊

From April last year to January this year, profits were quite smooth, exceeding +1% every month, butin early February, due to an operating mistake (overlooked manual parameter change and subsequent corrective action), a large loss (-10%) occurred.

Subsequently, risk controls were implemented in April, but the AI became overly cautious, and in recent months there has been little trading.

Please treat the following as the result of an AI forecast that has become overly cautious.※ currently under verification and revision!

AI Forecast and Fundamentals Integration Summary

＊ Updates ＊ fluctuation has increased recently.


Notes

・Forecast 12 hours ahead: final AI judgment (up / down / hold)
・Fundamental evaluation: current fundamentals by currency pair
・Fundamental change: directional change since the last analysis

How to verify

・Currency pairs to watch:

When the “12 hours ahead forecast” and the “fundamental evaluation” agree, and the “fundamental change” is flat or moving in the same direction (e.g., mildly bullish → bullish)

・Currency pairs to hold off on:

When the “12 hours ahead forecast” and the “fundamental evaluation” disagree, or the “fundamental change” moves in the opposite direction (e.g., bullish → mildly bullish)

Currencies to watch closely

Due to economic announcements, the following currencies may experience notable volatility

USD

Forecast currency pairs

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 our proprietary AI forecasts and operating logic.
It does not constitute a recommendation to buy or sell specific currency pairs. Investment decisions are the reader’s responsibility.

Notes • Future prospects

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

In the future, we plan to offer this via GogoJungle’s AI signal service, and will continue to improve it to be more practical and easier to sustain.

This is a free serialized article