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佐藤雅志｜ミヤビイノベーション代表
09/15/2026 20:13
Release： 09/15/2026 20:13
Update： 09/15/2026 20:13
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.
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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.
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[9/16] AI × Fundamental Analysis Integration | 13 Currency Pair Strategy

ℹ️ About this article

An investment forecasting AI developed through over 10 years of research and development by an AI engineer with E-qualification, combined with fundamental analysis, analyzes the major 13 currency pairs across the board.

The AI model continues to learn daily and emphasizes generalization performance that can handle future price fluctuations, not just short-term market optimization. As a result, it maintains an approximate 60% accuracy rate for both past and future data 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.

＊Note＊

From April last year to January this year, profits of +1% or more were quite steady every month, butin early February, an operational error (omission of manual parameter changes and subsequent handling error) caused a large loss (-10%).

Subsequently, risk controls were added in April, but the AI became overly cautious, resulting in almost no trading in recent months.

Please consider the following as an example of an AI forecast that is “too cautious.”※Currently undergoing verification and revision!

AI Forecast - Fundamentals Integration Summary

Note

・12-hour forecast: final decision by AI (up / down / hold)
・Fundamental evaluation: current fundamentals assessment by currency pair
・Fundamental change: direction of change since the last analysis

How to verify

・Currency pairs to watch:

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

・Currency pairs to skip:

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

Currencies to watch closely

Be cautious of price movement in the currencies below due to economic announcements

USD, EUR

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 the unique AI forecast and operation logic.
It does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are the reader’s responsibility.

Notes & Future Outlook

Currently, we are re-evaluating the AI forecasting logic, fundamentals analysis, risk management, and currency selection rules, and for the foreseeable future 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 refine it into a more practical and sustainable format.

This is a free serialized article