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Rail Vision Ltd. (RVSN)
NASDAQ:RVSN
US Market

Rail Vision Ltd. (RVSN) AI Stock Analysis

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RVSN

Rail Vision Ltd.

(NASDAQ:RVSN)

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Neutral 50 (OpenAI - 5.2)
Rating:50Neutral
Price Target:
$8.50
▲(2079.49% Upside)
Action:UpgradedDate:04/08/26
The score is held down primarily by weak financial performance—large ongoing losses and persistent cash burn despite strong revenue growth and improving gross margin. Technical indicators are moderately constructive and provide some support, while valuation is constrained by negative earnings and the absence of a dividend yield.
Positive Factors
Revenue growth and improving unit economics
Rail Vision’s top line accelerated sharply to $1.49M in 2025 while gross margin improved to ~37%, indicating improving unit economics as installations scale. This structural improvement supports a credible path to higher operating leverage if revenue growth continues and OPEX growth is controlled.
Negative Factors
Sustained negative cash flow
Rail Vision shows multi-year negative operating cash flow (~-$9M to -$10.5M) and persistent free‑cash‑flow burn (~-$9.25M in 2025). This structural cash consumption requires ongoing external funding or material margin improvement to sustain commercialization and R&D investments over the medium term.
Read all positive and negative factors
Positive Factors
Negative Factors
Revenue growth and improving unit economics
Rail Vision’s top line accelerated sharply to $1.49M in 2025 while gross margin improved to ~37%, indicating improving unit economics as installations scale. This structural improvement supports a credible path to higher operating leverage if revenue growth continues and OPEX growth is controlled.
Read all positive factors

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

Rail Vision Ltd. Business Overview & Revenue Model

Company Description
Rail Vision Ltd. designs, develops, assembles, and sells railway detection systems for railway operational safety, efficiency, and predictive maintenance in Israel, Latin America, and the United States. The company's railway detection systems incl...
How the Company Makes Money
Rail Vision makes money primarily by selling its rail perception/safety systems (hardware and embedded software) to rail operators and rolling-stock manufacturers, generating revenue from product deliveries and system installations. The company ma...

Rail Vision Ltd. Financial Statement Overview

Summary
Revenue growth is strong and gross margin is improving, but operating and net losses remain very large versus the current revenue base. Cash flow is persistently negative with ongoing free-cash-flow burn, partially offset by a low-debt balance sheet that provides some cushion.
Income Statement
18
Very Negative
Balance Sheet
62
Positive
Cash Flow
24
Negative
BreakdownTTMDec 2025Dec 2024Dec 2023Dec 2022Dec 2021
Income Statement
Total Revenue776.00K1.49M1.30M142.00K421.00K888.00K
Gross Profit109.00K552.00K450.00K81.00K-240.00K231.00K
EBITDA-10.55M-10.91M-8.86M-11.23M-10.59M-10.08M
Net Income-12.06M-11.10M-30.71M-11.15M-10.47M-10.22M
Balance Sheet
Total Assets25.37M22.54M20.60M5.92M10.43M4.41M
Cash, Cash Equivalents and Short-Term Investments22.43M19.96M17.24M3.07M8.27M1.65M
Total Debt405.00K248.00K522.00K809.00K1.08M1.52M
Total Liabilities2.68M2.21M2.90M3.13M2.17M12.74M
Stockholders Equity22.69M20.33M17.70M2.79M8.27M-8.33M
Cash Flow
Free Cash Flow-9.78M-9.25M-9.71M-10.67M-10.01M-10.22M
Operating Cash Flow-9.75M-9.12M-9.68M-10.52M-9.98M-9.95M
Investing Cash Flow-34.00K-125.00K-30.00K-152.00K-29.00K-273.00K
Financing Cash Flow22.40M11.79M23.92M5.40M16.65M5.13M

Rail Vision Ltd. Technical Analysis

Technical Analysis Sentiment
Negative
Last Price0.39
Price Trends
50DMA
7.69
Positive
100DMA
9.11
Negative
200DMA
10.77
Negative
Market Momentum
MACD
0.14
Positive
RSI
49.67
Neutral
STOCH
66.34
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 0.39 is below the 20-day moving average (MA) of 8.46, below the 50-day MA of 7.69, and below the 200-day MA of 10.77, indicating a neutral trend. The MACD of 0.14 indicates Positive momentum. The RSI at 49.67 is Neutral, neither overbought nor oversold. The STOCH value of 66.34 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
74
Outperform
$45.58B31.1110.77%0.46%4.40%14.60%
65
Neutral
$1.61B34.099.51%2.71%-8.66%27.14%
63
Neutral
$10.79B15.437.44%2.01%2.89%-14.66%
60
Neutral
$2.76B8.4424.45%4.34%-33.03%-44.18%
59
Neutral
$309.22M28.352.74%-5.51%-88.11%
53
Neutral
$171.28M9.24-40.20%-6.18%
50
Neutral
$18.28M-1.58-59.72%
* Industrials Sector Average
Performance Comparison
Ticker
Company Name
Price
Change
% Change
RVSN
Rail Vision Ltd.
8.34
-1.17
-12.30%
RAIL
Freightcar America
8.98
3.86
75.39%
GBX
Greenbrier
52.15
12.42
31.26%
FSTR
L. B. Foster Company
30.00
10.08
50.60%
TRN
Trinity Industries
34.60
10.16
41.56%
WAB
Westinghouse Air Brake Technologies
267.28
94.86
55.01%

Rail Vision Ltd. Corporate Events

Rail Vision Posts 2025 Revenue Growth, Strong Cash Position and Global Rail Expansion
Apr 1, 2026
On March 31, 2026, Rail Vision reported its second half and full year 2025 results, highlighting a 14.4% year-over-year revenue increase to $1.49 million driven by additional MainLine installations and new orders, alongside a strengthened balance ...
Rail Vision Lists Ordinary Shares on Frankfurt Stock Exchange to Expand European Investor Reach
Mar 24, 2026
On March 24, 2026, Israel-based Rail Vision Ltd. said its ordinary shares began trading on the Frankfurt Stock Exchange under the ticker C80, adding a European listing alongside its existing Nasdaq Capital Market quote under RVSN. The move plugs t...
Rail Vision Completes Successful MainLine Rail Safety Trial in India
Mar 16, 2026
On March 16, 2026, Rail Vision Ltd. reported it had successfully completed a two-month proof-of-concept trial of its MainLine hazard detection system with a major rail operator in India, conducted together with local partner Sujan Industries. The ...
Rail Vision Raises Beneficial Ownership Cap on L.I.A Pure Capital Warrant
Mar 6, 2026
On March 5, 2026, Rail Vision Ltd. amended a warrant it had originally issued to investor L.I.A Pure Capital on January 9, 2024, raising the cap on the investor’s potential beneficial ownership from 4.99% to 19.99% of the company’s out...
Rail Vision Pushes Into Quantum Rail Applications With Cloud Deployment of Subsidiary’s Decoder
Feb 24, 2026
On February 24, 2026, Rail Vision announced that its majority-owned subsidiary Quantum Transportation has successfully implemented its transformer-based neural quantum error-correction decoder on Amazon Web Services, after prior simulation work sh...
Rail Vision Regains Nasdaq Minimum Bid Price Compliance
Feb 23, 2026
Rail Vision Ltd., an Israeli AI-based railway safety and rail data technology company, reported that it has regained compliance with Nasdaq’s minimum bid price requirement. The company, which targets global rail operators with systems design...
Rail Vision Highlights 2025 Commercial Wins, Global Expansion and Quantum Push in Shareholder Update
Feb 11, 2026
Rail Vision reported that 2025 was a transformative year, marked by a strong cash position, zero debt and continued execution of its commercialization strategy, according to a shareholder update released on February 11, 2026. The company deepened ...
Rail Vision Deepens Israel Railways Collaboration With New ShuntingYard Pilot
Feb 6, 2026
On February 6, 2026, Rail Vision announced it had moved to the next phase of its collaboration with Israel Railways’ cargo division, building on the prior installation of its MainLine system on Israel Railways’ locomotives. The partner...
Rail Vision Announces 1-for-30 Reverse Share Split Effective February 4, 2026
Jan 30, 2026
On January 30, 2026, Rail Vision Ltd. announced it will implement a 1-for-30 reverse share split of its ordinary shares, effective for trading on the Nasdaq Capital Market beginning Wednesday, February 4, 2026. The move will reduce the number of i...
Rail Vision Subsidiary Unveils Transformer-Based Neural Decoder Breakthrough for Quantum Error Correction
Jan 15, 2026
On January 15, 2026, Rail Vision Ltd. announced that its majority-owned subsidiary Quantum Transportation has successfully developed and validated a first-generation transformer-based neural decoder designed for universal quantum error correction....
Rail Vision Takes Majority Stake in Quantum Transportation to Integrate Quantum Tech into Rail Safety Systems
Jan 14, 2026
On January 14, 2026, Rail Vision Ltd. announced it had completed the strategic acquisition of a 51% majority stake in Quantum Transportation Ltd., a company that holds an exclusive rail-sector sublicense for a pending Tel Aviv University patent in...
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: Apr 08, 2026