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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 48 (OpenAI - Gpt-5.6Sol)
Rating:48Neutral
Price Target:
$5.00
▲(3.09% Upside)
Action:Reiterated
Date:08/27/26
The score is primarily constrained by weak financial performance—large, persistent losses and ongoing cash burn despite improving revenue and gross margin—creating elevated execution and funding risk. Technicals are mixed with modest near-term support but a weak longer-term trend, while valuation is pressured by negative earnings and no dividend support.
Positive Factors
Rapid Revenue Growth
The more than fourfold first-half revenue increase indicates stronger customer adoption and improving commercialization. Continued deliveries and services growth could establish a larger installed base and support future software, maintenance, and deployment revenue.
Negative Factors
Persistent Operating Losses
Losses remain exceptionally large relative to revenue, showing that research, development, and corporate costs substantially exceed the current business scale. Unless revenue expands rapidly or spending is controlled, profitability and the durability of the operating model remain uncertain.
Read all positive and negative factors
Positive Factors
Negative Factors
Rapid Revenue Growth
The more than fourfold first-half revenue increase indicates stronger customer adoption and improving commercialization. Continued deliveries and services growth could establish a larger installed base and support future software, maintenance, and deployment revenue.
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
Strong revenue acceleration and modest gross margin improvement are positives, but they are outweighed by very large ongoing operating/net losses and persistent negative operating cash flow/free cash flow, implying continued funding risk. Low leverage and a solid equity base support the score but do not offset the cash burn.
Income Statement
18
Very Negative
Balance Sheet
62
Positive
Cash Flow
24
Negative
BreakdownDec 2025Dec 2024Dec 2023Dec 2022Dec 2021
Income Statement
Total Revenue1.49M1.30M142.00K421.00K888.00K
Gross Profit552.00K450.00K81.00K-240.00K231.00K
EBITDA-10.91M-8.86M-11.23M-10.59M-10.08M
Net Income-11.10M-30.71M-11.15M-10.47M-10.22M
Balance Sheet
Total Assets22.54M20.60M5.92M10.43M4.41M
Cash, Cash Equivalents and Short-Term Investments19.96M17.24M3.07M8.27M1.65M
Total Debt248.00K522.00K809.00K1.08M1.52M
Total Liabilities2.21M2.90M3.13M2.17M12.74M
Stockholders Equity20.33M17.70M2.79M8.27M1.64M
Cash Flow
Free Cash Flow-9.25M-9.71M-10.67M-10.01M-10.22M
Operating Cash Flow-9.12M-9.68M-10.52M-9.98M-9.95M
Investing Cash Flow-125.00K-30.00K-152.00K-29.00K-273.00K
Financing Cash Flow11.79M23.92M5.40M16.65M5.13M

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
$48.30B37.5611.36%0.37%13.43%10.75%
67
Neutral
$2.30B6.4831.93%3.29%-18.95%260.48%
63
Neutral
$10.79B15.437.44%2.01%2.89%-14.66%
63
Neutral
$394.60M33.836.49%10.13%-67.50%
61
Neutral
$225.93M-16.7321.95%-0.50%47.71%
59
Neutral
$1.39B12.146.57%2.53%-25.64%-52.74%
48
Neutral
$10.00M-0.77-70.18%191.88%51.03%
* Industrials Sector Average
Performance Comparison
Ticker
Company Name
Price
Change
% Change
RVSN
Rail Vision Ltd.
4.69
-6.32
-57.40%
RAIL
Freightcar America
6.69
-1.70
-20.26%
GBX
Greenbrier
42.00
-3.17
-7.01%
FSTR
L. B. Foster Company
36.88
11.30
44.18%
TRN
Trinity Industries
27.86
0.52
1.92%
WAB
Westinghouse Air Brake Technologies
279.80
88.08
45.94%

Rail Vision Ltd. Corporate Events

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...
Rail Vision Tech Powers Railserve’s Newly Launched Industrial Railyard Safety System
Jun 3, 2026
On June 3, 2026, Rail Vision announced that its AI-powered ShuntingYard perception system has been integrated into Railserve’s YardGUARD industrial railyard safety system, which has recently moved into commercial deployment. The technology, ...
Rail Vision Signs MOU with Railserve to Broaden AI Rail Yard Collaboration
May 29, 2026
On May 29, 2026, Israel-based Rail Vision announced it had signed a non-binding memorandum of understanding with Railserve Inc., North America’s leading on-site industrial rail services provider. The move follows a January 2024 commercializa...
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: Aug 27, 2026