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
10/19/2026 22:27
Release： 10/19/2026 22:27
Update： 10/19/2026 22:27
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

【10/20】AI×Fundamental Integration Analysis｜13 currency pairs strategy

ℹ️ About this article

An investment-prediction AI independently developed over more than 10 years by an AI engineer with E-qualification, combined with fundamentals analysis, analyzes across 13 major currency pairs.

The AI model continues learning daily, prioritizing generalization performance that can handle future price movements, not just short-term market conditions. As a result, it maintains an approximate 60% accuracy rate 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.

＊Supplement＊

From last April to this January, profits of over 1% monthly were quite smooth, butin early February, due to an operating error (oversight in manual parameter changes and subsequent corrective actions), a large loss (-10%) occurred.

Afterwards, risk measures were added in April, but the AI became overly cautious, resulting in little to no trading in recent months.

Please recognize the following as an example of an AI forecast that is overly cautious.※Currently under validation and modification!

AI Forecast & Fundamentals Integration Summary

＊Tweet＊It's a bit twisted, isn't it


Supplement

・Forecast 12 hours ahead: AI's final judgment (up / down / hold)
・Fundamental evaluation: current currency-pair-specific fundamentals assessment
・Fundamental change: direction of change since the previous analysis

How to Confirm

・Currencies to watch:

When the “12-hour forecast” and the “fundamental evaluation” align, and the “fundamental change” is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currencies to pass on:

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

Cautious currencies

Due to economic announcements, the movements of the following currencies should be watched closely

None

Forecast Target 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 predictions and trading logic.
This does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are your own responsibility.

Supplement & Future Prospects

Currently, we are revalidating the AI prediction logic, fundamentals analysis, risk management, and currency-selection rules, and for the foreseeable future, we will continue to publish a free daily simplified AI prediction report.

In the future, we plan to provide it through GogoJungle's AI signal service as a more practical and sustainable format.

This is a free serialized article