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
10/20/2026 22:00
Release： 10/20/2026 22:00
Update： 10/20/2026 22:00
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

[10/21] AI×Fundamental Integrated Analysis｜13 Currency Pair Strategy

ℹ️ About this article

Our independent investment-prediction AI, developed over more than ten years by an AI engineer holding E-Qualification, combines fundamental analysis with the AI to analyze major 13 currency pairs across the board.

The AI model continues to learn every day, prioritizing generalized performance that can handle future price movements, not just short-term market conditions. As a result, it maintains an approximate 60% accuracy rate both in the past and future, and achieves stable operation with an average drawdown of 1.38%.

In this article, we publish the latest analyses from this system once a day, from around 6:00 to 9:00 in the morning.

＊Notes＊

From April last year to January this year, profits were quite favorable, exceeding +1% every month, butin early February we saw a major loss (-10%) due to an operational mistake (omission of manual parameter changes and subsequent incorrect handling).

Subsequently, in April, risk controls were added, but the AI became overly cautious and has had little trading activity in the past few months.

Please regard the following as an example of an AI forecast that is "overly cautious."※ Currently under verification and revision!

AI Forecast & Fundamentals Integration Summary

＊Tweet＊Turn to a bullish stance?

Note

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

How to confirm

・Currency pairs to watch:

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

・Currency pairs to skip:

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

Careful currency

Volatility of the following currencies warrants attention due to economic announcements

JPY

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 forecast and operational logic.
This does not constitute investment advice to buy or sell any particular currency pair. Investment decisions are the responsibility of the reader.

Notes & Future Prospects

Currently, we are revalidating the AI forecast 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 through GogoJungle's AI signal delivery service, and will continue to improve it into a more practical and sustainable format.

This is a free serialized article