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Rail Vision Ltd. (RVSN)
NASDAQ:RVSN
US Market
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Rail Vision Ltd. (RVSN) AI Stock Analysis

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RVSN

Rail Vision Ltd.

(NASDAQ:RVSN)

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Neutral 44 (OpenAI - Gpt-5.6Sol)
Rating:44Neutral
Price Target:
$4.00
▼(-17.53% Downside)
Action:Reiterated
Date:09/06/26
The score is weighed down primarily by persistent heavy losses and cash burn despite improving revenue and gross-margin stability, raising ongoing funding/dilution risk. Technicals add downside pressure as the stock trades below all key moving averages with negative MACD and weak momentum. Valuation provides limited support because earnings are negative and no dividend yield is available.
Positive Factors
Rapid revenue growth
Rapid revenue expansion indicates that Rail Vision is moving beyond early-stage trials toward commercial deployments. If growth continues, greater scale could improve operating leverage, support recurring software and service revenue, and strengthen the company’s position with rail customers.
Negative Factors
Severe operating losses
Losses remain exceptionally large relative to revenue, indicating that the current business model has not yet reached economic scale. Persistent negative margins could delay self-sustaining profitability and require continued spending before commercial growth translates into durable earnings.
Read all positive and negative factors
Positive Factors
Negative Factors
Rapid revenue growth
Rapid revenue expansion indicates that Rail Vision is moving beyond early-stage trials toward commercial deployments. If growth continues, greater scale could improve operating leverage, support recurring software and service revenue, and strengthen the company’s position with rail customers.
Read all positive factors

Rail Vision Ltd. (RVSN) vs. SPDR S&P 500 ETF (SPY)

Rail Vision Ltd. Business Overview & Revenue Model

Company Description
Established in Ra'anana, Israel, in 2016, Rail Vision Ltd. specializes in developing and commercializing advanced railway detection systems. These systems are vital for improving operational safety, boosting efficiency, and enabling predictive mai...
How the Company Makes Money
Rail Vision generates revenue primarily by selling and deploying its rail vision hardware and related software capabilities to rail operators and other industry participants. Key revenue streams include: (1) product revenue from the sale of camera...

Rail Vision Ltd. Financial Statement Overview

Summary
Revenue growth and steadier mid-30% gross margins are positives, and leverage is minimal. However, the investment case is dominated by extremely large ongoing losses (very negative EBIT/net margins) and sustained operating/free-cash-flow burn, with shrinking equity pointing to continued funding/dilution risk.
Income Statement
26
Negative
Balance Sheet
64
Positive
Cash Flow
18
Very Negative
BreakdownTTMDec 2025Dec 2024Dec 2023Dec 2022Dec 2021
Income Statement
Total Revenue2.26M1.49M1.30M142.00K421.00K888.00K
Gross Profit821.00K552.00K450.00K81.00K-240.00K231.00K
EBITDA-13.92M-10.91M-8.86M-11.23M-10.59M-10.08M
Net Income-12.68M-11.10M-30.71M-11.15M-10.47M-10.22M
Balance Sheet
Total Assets17.58M22.54M20.60M5.92M10.43M4.41M
Cash, Cash Equivalents and Short-Term Investments15.31M19.96M17.24M3.07M8.27M1.65M
Total Debt68.00K248.00K522.00K809.00K1.08M1.52M
Total Liabilities1.79M2.21M2.90M3.13M2.17M12.74M
Stockholders Equity15.79M20.33M17.70M2.79M8.27M1.64M
Cash Flow
Free Cash Flow-10.86M-9.25M-9.71M-10.67M-10.01M-10.22M
Operating Cash Flow-10.67M-9.12M-9.68M-10.52M-9.98M-9.95M
Investing Cash Flow-23.00K-125.00K-30.00K-152.00K-29.00K-273.00K
Financing Cash Flow3.11M11.79M23.92M5.40M16.65M5.13M

Rail Vision Ltd. Technical Analysis

Technical Analysis Sentiment
Negative
Last Price4.85
Price Trends
50DMA
4.60
Negative
100DMA
5.31
Negative
200DMA
7.20
Negative
Market Momentum
MACD
-0.05
Positive
RSI
38.73
Neutral
STOCH
20.38
Neutral
Evaluating momentum and price trends is crucial in stock analysis to make informed investment decisions. For RVSN, the sentiment is Negative. The current price of 4.85 is above the 20-day moving average (MA) of 4.84, above the 50-day MA of 4.60, and below the 200-day MA of 7.20, indicating a bearish trend. The MACD of -0.05 indicates Positive momentum. The RSI at 38.73 is Neutral, neither overbought nor oversold. The STOCH value of 20.38 is Neutral, not indicating any strong overbought or oversold conditions. Overall, these indicators collectively point to a Negative sentiment for RVSN.

Rail Vision Ltd. Risk Analysis

Rail Vision Ltd. disclosed 50 risk factors in its most recent earnings report. Rail Vision Ltd. reported the most risks in the "Finance & Corporate" category.
Finance & Corporate - Financial and accounting risks. Risks related to the execution of corporate activity and strategy
Latest Risks Added 1 New Risks
1.
Any resurgence of the COVID-19 pandemic could adversely affect our business, financial condition and results of operations. Q4, 2023

Rail Vision Ltd. Peers Comparison

Overall Rating
UnderperformOutperform
Sector (63)
Financial Indicators
Name
Overall Rating
Market Cap
P/E Ratio
ROE
Dividend Yield
Revenue Growth
EPS Growth
82
Outperform
$47.78B37.9711.36%0.42%13.43%10.75%
67
Neutral
$2.26B6.5931.93%4.34%-18.95%260.48%
63
Neutral
$10.79B15.437.44%2.01%2.89%-14.66%
63
Neutral
$399.96M34.886.49%1.33%10.13%-67.50%
61
Neutral
$232.82M-17.7521.95%1.97%-0.50%47.71%
59
Neutral
$1.34B12.506.57%3.05%-25.64%-52.74%
44
Neutral
$8.90M-0.67-70.18%191.88%51.03%
* Industrials Sector Average
Performance Comparison
Ticker
Company Name
Price
Change
% Change
RVSN
Rail Vision Ltd.
4.06
-7.76
-65.66%
RAIL
Freightcar America
7.10
-1.14
-13.83%
GBX
Greenbrier
43.26
-1.93
-4.26%
FSTR
L. B. Foster Company
38.02
10.83
39.83%
TRN
Trinity Industries
28.32
1.09
4.00%
WAB
Westinghouse Air Brake Technologies
282.86
92.82
48.84%

Rail Vision Ltd. Corporate Events

Rail Vision Joins U.S. Rail Testing Program to Advance AI Safety Tech
Sep 3, 2026
On September 3, 2026, Israel-based Rail Vision Ltd. announced it has been selected for MxV Rail’s locomotive sensor pre-integration testing program, part of the Association of American Railroads’ Technology Roadmap initiative. The move...
Rail Vision Posts Surging H1 2026 Revenue as Yard and Mainline Deals Advance
Aug 26, 2026
Rail Vision reported that in the first half of 2026 it generated revenues of about $1.0 million, up sharply from $237,000 a year earlier, driven mainly by ShuntingYard system deliveries and services to existing customers. The company’s AI-ba...
Rail Vision advances ShuntingYard rollout with Israel Railways and Railserve
Jun 24, 2026
On June 24, 2026, Rail Vision announced it had successfully completed ShuntingYard field testing with Israel Railways, where locomotive drivers and yard staff reported high satisfaction with the system’s ability to detect and classify obstac...
Glossary
BuyA stock rated as a "Buy" is expected to perform better than the overall market or a specific benchmark over the near-to-medium term. This rating suggests the stock is likely to deliver higher returns compared to other stocks in the same sector or market index. Note: This is not investment advice; please consult a financial advisor before making investment decisions.
HoldA stock rated as a "Hold" is expected to perform in line with the overall market or a specific benchmark. This rating indicates that the stock is neither particularly compelling nor unfavorable for investment. Note: This is not investment advice; please consult a financial advisor before making investment decisions.
SellA stock rated as a "Sell" is expected to perform worse than the overall market or a specific benchmark over the near-to-medium term. This rating suggests the stock may deliver lower returns compared to other stocks in the same sector or market index. Note: This is not investment advice; please consult a financial advisor before making investment decisions.

Disclaimer

This AI Analyst Stock Report is automatically generated by our AI systems using advanced algorithms and publicly available financial, technical, and market data. While the information provided aims to be accurate and insightful, it is intended for informational purposes only and should not be considered financial advice. Any content created by an AI (Artificial Intelligence) system may contain inaccuracies and/or contain errors. Investing in stocks carries inherent risks, and past performance is not indicative of future results. This report does not account for your personal financial circumstances, objectives, or risk tolerance. Always conduct your own research or consult with a qualified financial advisor before making investment decisions. The analysis and recommendations provided are based on historical and current data and may not fully reflect future market conditions or unexpected developments. Neither the creators of this report nor its affiliated entities guarantee the accuracy, completeness, or reliability of the information presented. Use this report at your own discretion and risk.Date of analysis: Sep 06, 2026