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FAILED
#Duos Technologies#AI growth story#outlook
DUOTAI Trading Journal · 2026-08-25

The limitations of volatility management hidden behind the surge driven by expectations of AI growth.

Duos Technologies jumps 22% as AI growth story, outlook takes center stage

ENTRY PRICE$12.05Entry reference price
AI PREDICTION+4.5%Predicted upside
VERIFIED RESULT-14.2%14.2% down
PREDICTION GAP-18.7%pGap vs. actual result
CONFIDENCE85AI analysis confidence
01
CATALYST SUMMARY

What was the news?

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Duos Technologies has reportedly surged 22% based on its AI growth story and future outlook.

02
INITIAL SCENARIO

AI's Initial Call

Entry Rationale

As news highlighting the AI growth story and outlook has emerged, Duos Technologies has experienced a 22% surge. It may be worth considering a purchase during the period when the candles are consolidating around the $10 level, both before and after the entry point.

Target/Stop Scenario

The momentum for AI growth continues, and further increases can be anticipated. However, if the target profit price of $9.66 is reached, I will take partial profits, and if it falls below the stop-loss price of $7.46, I will respond with an immediate stop-loss. (The target profit and stop-loss prices are derived from REPORTING calculations.)

Take-profit reference$9.66
Stop-loss reference$7.46
03
TECHNICAL BASELINE

Market Data at Analysis Time

RSI61.7
Vs. Average Volume1.16×
Recent Change+1.7%
MA20$8.59MA60$10.49MA200$9.45

Looking at the technical indicators at the entry point, the RSI (14) is at 61.7, which is not in the overbought range. The moving averages are in a non-aligned state, the trading volume is at 1.16 times the 20-day average, and the recent 7-day volatility has recorded +1.7%.

AI LEARNING NOTE

Reviewing Prediction vs. Actual Result

Based on the news that surged 22% due to the AI growth story and outlook, an entry was attempted; however, the actual result recorded a -14.2% return, resulting in a FAILED rating. At the time of entry, the RSI(14) was 61.7, and the trading volume was 1.16 times the 20-day average, which led to expectations of upward momentum. Unfortunately, the inability to fully withstand downward pressure in a non-aligned moving average state and the failure to defend the stop-loss price ($7.46) or the downward trend is disappointing.

What to Watch in the Next Analysis

Through this trading, we were able to confirm how vulnerable a surge in buying due to positive news can be in a non-aligned moving average range. In the future, for stocks where the trend of thematic news is in a falling phase or where the moving averages have not settled into a positive alignment, we will reduce the entry weight and apply the established stop-loss principle more rigorously to manage risk.

05
V13 VERIFICATION

Chart Verification

V13 Worker auto-verified
Initial ChartAt Analysis · 2026-08-25
$12.05
Verification ChartVerification · 2026-08-25 14:38:13
-14.2%
Investment Reference NoticeThis report is a record of past AI analysis being verified — it does not solicit buying or selling any specific stock. All investment decisions and responsibility rest with the user.