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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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Underperform 40 (OpenAI - 5.2)
Rating:40Underperform
Price Target:
$0.22
▼(-44.62% Downside)
Action:DowngradedDate:02/03/26
The score is weighed down primarily by weak financial performance driven by persistent losses and negative free cash flow despite strong revenue growth. Technicals also remain bearish with the stock below key moving averages and negative MACD, while valuation is constrained by a negative P/E that reflects ongoing unprofitability.
Positive Factors
Strong revenue growth
A nearly tenfold revenue increase demonstrates tangible commercial traction for Rail Vision’s sensor and AI systems, indicating product-market fit and early scaling of deployments. Sustained top-line growth can improve operating leverage and support further investment in R&D and market expansion over months.
Strengthened IP portfolio
A granted European patent complements prior approvals and builds a durable competitive moat for Rail Vision’s electro-optical AI collision-avoidance tech. Strong IP rights support priced differentiation, limit direct copycat competition, and enable licensing or OEM partnerships over the medium term.
Strategic quantum-AI acquisition
Acquiring a 51% stake in Quantum Transportation and providing a convertible loan creates a long-term innovation pipeline to apply quantum/transformer AI advances to rail safety. This strategic optionality can yield proprietary analytic capabilities and product differentiation as technologies mature.
Negative Factors
Persistent unprofitability
Ongoing net losses and negative operating margins indicate the business has not yet reached unit economics that support self-sustaining profitability. Continued unprofitability pressures retained earnings, limits reinvestment capacity, and increases reliance on external capital over the coming months.
Negative free cash flow
Negative free cash flow highlights cash burn despite revenue gains; this constrains runway and forces dependence on financing or equity issuance. Even with improved operating cash relative to net income, persistent negative FCF reduces financial flexibility for scaling deployments and R&D.
Unclear recurring revenue and limited scale
Revenue appears driven by one-time product sales and project work with no disclosed recurring revenue mix. Limited scale (still low absolute revenue) and lack of predictable service or license streams raise volatility risk for cash flow and make sustainable margin expansion more uncertain over the medium term.

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

Rail Vision Ltd. Business Overview & Revenue Model

Company DescriptionRail 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 include various cameras, such as optics, visible light spectrum cameras (video), and thermal cameras that transmit data to a ruggedized on-board computer, which is designed to be suitable for the rough environment of a train's locomotive. It also offers main line systems for the safety of train operations, prevention of collisions, and reduction of downtime; railway detection systems; and shunting yard systems for shunting operations. In addition, the company provides rail vision data services, as well as maintenance and predictive maintenance systems; and geographic information systems for mapping and updates. Further, it offers supervision, guidance, and training services; and DASH, a cloud-based SaaS platform designed for fleet and infrastructure, analysis, and reports. Rail Vision Ltd. was incorporated in 2016 and is headquartered in Ra'anana, Israel.
How the Company Makes MoneyRail Vision generates revenue through the sale and licensing of its technology solutions to railway operators and infrastructure companies. Key revenue streams include direct sales of hardware systems, ongoing subscription fees for software services, and maintenance contracts for installed systems. Additionally, strategic partnerships with major rail operators and technology firms enhance the company's market reach and contribute to its earnings by enabling collaborative projects and joint ventures that expand its product offerings and customer base.

Rail Vision Ltd. Financial Statement Overview

Summary
Revenue grew sharply (from $142K in 2023 to $1.3M in 2024), but profitability remains weak with persistent net losses and negative EBIT/EBITDA margins. Balance sheet leverage appears low with equity exceeding liabilities, yet negative ROE and ongoing negative free cash flow elevate financial risk.
Income Statement
30
Negative
Rail Vision Ltd. shows a significant increase in revenue from $142,000 in 2023 to $1,300,000 in 2024, indicating strong revenue growth. However, the company is struggling with profitability, as reflected by a negative net profit margin and persistent substantial net losses. The EBIT and EBITDA margins are also negative, suggesting operational inefficiencies.
Balance Sheet
40
Negative
The company has a strong equity position, with stockholders' equity being significantly higher than total liabilities, resulting in a low debt-to-equity ratio. However, the return on equity is negative due to consistent net losses, and the equity ratio indicates moderate risk due to relatively low total assets.
Cash Flow
35
Negative
Free cash flow remains negative, highlighting ongoing cash outflows. Despite this, there is a noticeable improvement in operating cash flow compared to net income, which is a positive sign. However, the negative free cash flow to net income ratio underscores the company's challenges in generating positive cash flow from operations.
BreakdownTTMDec 2024Dec 2023Dec 2022Dec 2021Dec 2020
Income Statement
Total Revenue776.00K1.30M142.00K421.00K888.00K0.00
Gross Profit109.00K450.00K81.00K-240.00K231.00K-190.00K
EBITDA-10.55M-8.86M-11.23M-10.59M-10.08M-10.52M
Net Income-12.06M-30.71M-11.15M-10.47M-10.22M-10.71M
Balance Sheet
Total Assets25.37M20.60M5.92M10.43M4.41M8.97M
Cash, Cash Equivalents and Short-Term Investments22.43M17.24M3.07M8.27M1.65M6.75M
Total Debt405.00K522.00K809.00K1.08M1.52M1.40M
Total Liabilities2.68M2.90M3.13M2.17M12.74M8.06M
Stockholders Equity22.69M17.70M2.79M8.27M-8.33M5.87M
Cash Flow
Free Cash Flow-9.78M-9.71M-10.67M-10.01M-10.22M-7.32M
Operating Cash Flow-9.75M-9.68M-10.52M-9.98M-9.95M-7.20M
Investing Cash Flow-34.00K-30.00K-152.00K-29.00K-273.00K-122.00K
Financing Cash Flow22.40M23.92M5.40M16.65M5.13M4.96M

Rail Vision Ltd. Technical Analysis

Technical Analysis Sentiment
Negative
Last Price0.39
Price Trends
50DMA
8.85
Negative
100DMA
10.95
Negative
200DMA
11.20
Negative
Market Momentum
MACD
-0.28
Negative
RSI
56.15
Neutral
STOCH
87.21
Negative
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 6.57, below the 50-day MA of 8.85, and below the 200-day MA of 11.20, indicating a neutral trend. The MACD of -0.28 indicates Negative momentum. The RSI at 56.15 is Neutral, neither overbought nor oversold. The STOCH value of 87.21 is Negative, 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 0 New Risks

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
77
Outperform
$44.96B38.7011.01%0.46%4.40%14.60%
68
Neutral
$1.76B9.7912.54%2.71%-8.66%27.14%
63
Neutral
$10.79B15.437.44%2.01%2.89%-14.66%
62
Neutral
$273.79M5.80-6.18%
57
Neutral
$334.55M72.662.74%-5.51%-88.11%
56
Neutral
$2.76B11.2024.37%4.34%-33.03%-44.18%
40
Underperform
$18.61M-0.68-74.03%
* Industrials Sector Average
Performance Comparison
Ticker
Company Name
Price
Change
% Change
RVSN
Rail Vision Ltd.
8.49
-5.61
-39.80%
RAIL
Freightcar America
14.35
6.70
87.58%
GBX
Greenbrier
57.00
4.34
8.24%
FSTR
L. B. Foster Company
32.19
6.43
24.96%
TRN
Trinity Industries
34.60
5.83
20.25%
WAB
Westinghouse Air Brake Technologies
263.67
82.92
45.87%

Rail Vision Ltd. Corporate Events

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 issued and outstanding ordinary shares from 65,766,772 to approximately 2,192,226, while leaving the company’s authorized share capital unchanged, and will be accompanied by rounding rules for fractional shares, proportional adjustments to outstanding warrants and options, and a new CUSIP number for the stock. The reverse split is expected to materially increase the per-share trading price and streamline the capital structure, a step that typically aims to support continued exchange listing and may influence how institutional and retail investors perceive the stock’s liquidity and valuation.

The most recent analyst rating on (RVSN) stock is a Hold with a $0.35 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

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. In simulations across multiple quantum error correction codes and realistic noise environments, the prototype decoder delivered superior accuracy and efficiency compared with leading classical algorithms, supported by a proprietary transformer architecture and an accompanying intellectual property strategy. While the technology is currently targeted at quantum computing research, Rail Vision and Quantum Transportation are examining how similar data analysis and computing methods could eventually complement Rail Vision’s core railway safety technologies, underscoring the potential strategic value and optionality of Rail Vision’s investment in quantum-AI capabilities.

The most recent analyst rating on (RVSN) stock is a Sell with a $0.30 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

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 quantum error correction aimed at enabling more efficient, scalable fault-tolerant quantum computing. The deal, executed via a share exchange in which Rail Vision issued 2,982,710 ordinary shares—about 4.99% of its pre-issuance share capital—also includes a convertible loan facility of up to $700,000 at 8% annual interest to fund Quantum Transportation’s operations and development roadmap, positioning the new subsidiary as a core asset for integrating cutting-edge quantum and AI technologies into Rail Vision’s safety and vision systems and supporting its long-term innovation and value-creation strategy.

The most recent analyst rating on (RVSN) stock is a Hold with a $0.37 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

Rail Vision Launches Indian Rail Safety Proof of Concept to Advance Market Entry
Jan 6, 2026

On January 6, 2026, Rail Vision announced it has launched a Proof of Concept in India to demonstrate its Mainline product to senior officials from multiple government departments and key players in the Indian railway sector, a move that significantly expands its activity in the country. The trials, which follow the company’s participation at India’s largest rail technology exhibition, IREE, in October 2025 and are supported by local partner Sujan Industries, aim to showcase the system’s performance under India’s challenging operating conditions and could position Rail Vision to tap into one of the world’s largest and rapidly modernizing rail networks, with potential long-term implications for its global growth strategy and industry footprint if the technology gains traction with Indian Railways’ extensive, increasingly electrified fleet.

The most recent analyst rating on (RVSN) stock is a Hold with a $0.37 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

Rail Vision Secures European Patent for AI Railway Safety System
Dec 15, 2025

On December 15, 2025, Rail Vision Ltd. announced that it has been granted a key patent by the European Patent Office for its advanced AI-based railway collision avoidance system. This patent, which employs innovative electro-optical imaging and deep learning technologies, strengthens Rail Vision’s global intellectual property portfolio, following previous approvals in the United States, Japan, and India. The new patent is expected to enhance the company’s position as a leader in AI-driven railway operations, offering significant implications for railway safety and automation.

The most recent analyst rating on (RVSN) stock is a Hold with a $0.37 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

Rail Vision Ltd. Shareholders Approve Key Proposals at December Meeting
Dec 1, 2025

On December 1, 2025, Rail Vision Ltd. held an adjourned extraordinary general meeting of shareholders where all seven proposals presented were approved. This approval signifies a strategic advancement for the company, potentially impacting its operational directives and enhancing its market position within the railway technology sector.

The most recent analyst rating on (RVSN) stock is a Hold with a $0.37 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

Rail Vision Acquires Majority Stake in Quantum Transportation
Dec 1, 2025

On November 30, 2025, Rail Vision Ltd. entered into a securities exchange agreement to acquire a 51% stake in Quantum Transportation Ltd., a company specializing in quantum computing and AI, with the acquisition expected to close by early January 2026. This strategic move is anticipated to create technological synergies, enhance Rail Vision’s product lines, and unlock new capabilities in railway operations, potentially benefiting stakeholders and advancing the quantum computing market in transportation.

The most recent analyst rating on (RVSN) stock is a Hold with a $0.37 price target. To see the full list of analyst forecasts on Rail Vision Ltd. stock, see the RVSN Stock Forecast page.

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: Feb 03, 2026