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
09/21/2026 18:05
Release： 09/21/2026 18:05
Update： 09/21/2026 18:05
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
$9.40/month
Reference price (JPY): ￥1,480/月 (taxed)
Monthly subscriptions are only available on the Japanese site.
Article cover image

[9/22] AI×Fundamental Integration Analysis | 13 Currency Pairs Strategy

ℹ️ About this article

A uniquely developed investment prediction AI, honed by over 10 years of R&D by a AI engineer with E-qualification, combined with fundamentals analysis, analyzes the major 13 currency pairs across the board.

The AI model continues to learn daily, not optimizing only for short-term markets but prioritizing generalization to respond to future price movements as well. As a result, it maintains about 60% accuracy both in the past and future, achieving stable operation with an average drawdown of 1.38%.

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

＊Supplement＊

From April last year to January this year, profits of +1% or more were quite smooth every month, butin early February, due to an operational error (omission of manual parameter changes and the subsequent incorrect response), we incurred a large loss (-10%).

Later, in April, we added risk controls, but the AI became overly cautious, and in recent months there has been little trading activity.

Please recognize the following as the result of an AI that has become "overly cautious."※Currently under verification and revision!

AI Forecast / Fundamentals Integration Summary

※ Apology ※Sorry, I was a bit out of it during Silver Week. I skipped yesterday's forecast post. The AI was working, but I forgot to press the post button.

Supplement

・Forecast for 12 hours later: final decision by AI (up / down / stand pat)
・Fundamental evaluation: current currency-pair-specific fundamentals assessment
・Fundamental change: direction of change since the previous analysis

How to Verify

・Currency pairs to watch:

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

・Currency pairs to avoid:

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

Warning currencies

Be cautious of the following currencies due to economic announcements

USD

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 own AI forecasts and operational logic.
It does not constitute a recommendation to buy or sell any specific currency pair. Investment decisions are at your own risk.

Supplement · Future prospects

We are currently re-evaluating 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 for free.

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

This is a free serialized article