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Rail Vision Ltd.
(NASDAQ:RVSN)
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Rating:44Neutral
Price Target:
$4.00
▼(-2.44% Downside)
Action:Reiterated
Date:05/21/26
The score is held down primarily by persistent large losses and ongoing negative operating/free cash flow, despite strong revenue momentum and improving gross margin. Technically, the stock is in a clear downtrend (price below all key moving averages and negative MACD), with oversold indicators offering only limited offset. Valuation cannot be well-supported using the provided P/E (0.000) and missing dividend yield.
Positive Factors
Strong revenue growth & improving gross margin
Rapid top-line growth and a rising gross margin demonstrate improving unit economics and early product-market fit in safety-critical rail segments. Durable margin improvement supports potential operating leverage as deployments scale and recurring software/service revenue grows, reducing per-unit loss over time.
Negative Factors
Persistent multi-year cash burn
Consistent negative operating and free cash flows imply material ongoing financing needs. Sustained cash burn pressures strategic flexibility, heightens dilution risk from equity raises, and can constrain investments in sales, service and product maturation unless recurring revenue ramps materially.
Read all positive and negative factors
Positive Factors
Negative Factors
Strong revenue growth & improving gross margin
Rapid top-line growth and a rising gross margin demonstrate improving unit economics and early product-market fit in safety-critical rail segments. Durable margin improvement supports potential operating leverage as deployments scale and recurring software/service revenue grows, reducing per-unit loss over time.
Read all positive factors
Rail Vision Ltd. (RVSN) vs. SPDR S&P 500 ETF (SPY)
Market Cap
$10.19M
Dividend YieldN/A
Average Volume (3M)9.90M
Price to Earnings (P/E)―
Beta (1Y)1.20
Revenue Growth14.38%
EPS Growth91.00%
CountryUS
Employees53
SectorIndustrials
Sector Strength72
IndustryRailroads
Share Statistics
EPS (TTM)-6.18
Shares Outstanding2,192,186
10 Day Avg. Volume15,942,018
30 Day Avg. Volume9,898,730
Financial Highlights & Ratios
PEG Ratio0.02
Price to Book (P/B)0.86
Price to Sales (P/S)11.80
P/FCF Ratio-1.90
Enterprise Value/Market Cap>-0.01
Enterprise Value/Revenue>-0.01
Enterprise Value/Gross Profit>-0.01
Enterprise Value/Ebitda<0.01
Forecast
1Y Price TargetN/A
Price Target UpsideN/A
Rating ConsensusN/A
Number of Analyst Covering0
EPS Forecast (FY)-4.03
Revenue Forecast (FY)$4.00M
Rail Vision Ltd. Business Overview & Revenue Model
Company Description
Rail Vision Ltd. (RVSN) is an Israel-based railway technology company that develops AI- and sensor-enabled vision systems intended to improve rail safety and operational efficiency. The company’s products are designed to be installed on locomotive...
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
Income Statement
18
Very Negative
Balance Sheet
62
Positive
Cash Flow
24
Negative
| Breakdown | Dec 2025 | Dec 2024 | Dec 2023 | Dec 2022 | Dec 2021 |
|---|---|---|---|---|---|
Income Statement | |||||
| Total Revenue | 1.49M | 1.30M | 142.00K | 421.00K | 888.00K |
| Gross Profit | 552.00K | 450.00K | 81.00K | -240.00K | 231.00K |
| 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 Assets | 22.54M | 20.60M | 5.92M | 10.43M | 4.41M |
| Cash, Cash Equivalents and Short-Term Investments | 19.96M | 17.24M | 3.07M | 8.27M | 1.65M |
| Total Debt | 248.00K | 522.00K | 809.00K | 1.08M | 1.52M |
| Total Liabilities | 2.21M | 2.90M | 3.13M | 2.17M | 12.74M |
| Stockholders Equity | 20.33M | 17.70M | 2.79M | 8.27M | 1.64M |
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 Flow | 11.79M | 23.92M | 5.40M | 16.65M | 5.13M |
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
UnderperformOutperform
Sector (63)
Name | Overall Rating | Market Cap | P/E Ratio | ROE | Dividend Yield | Revenue Growth | EPS Growth |
|---|---|---|---|---|---|---|---|
81 Outperform | $50.34B | 39.67 | 11.36% | 0.37% | 13.43% | 10.75% | |
63 Neutral | $10.79B | 15.43 | 7.44% | 2.01% | 2.89% | -14.66% | |
63 Neutral | $399.12M | 34.72 | 6.49% | ― | 10.13% | -67.50% | |
59 Neutral | $1.43B | 13.14 | 6.57% | 2.53% | -25.64% | -52.74% | |
58 Neutral | $2.29B | 6.72 | 31.93% | 3.29% | -18.95% | 260.48% | |
54 Neutral | $252.49M | -18.53 | 21.95% | ― | -0.50% | 47.71% | |
44 Neutral | $10.19M | -0.76 | -51.59% | ― | 14.38% | 91.00% |
* Industrials Sector Average
RVSN
Rail Vision Ltd.
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Rail Vision Ltd. Corporate Events
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...
Rail Vision Subsidiary Integrates Google Quantum Dataset Into Error Correction Transformer
May 20, 2026
On May 20, 2026, Israel-based Rail Vision Ltd. reported that its majority-owned subsidiary Quantum Transportation has integrated Google Quantum AI’s publicly available experimental surface-code dataset into its proprietary quantum error corr...
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.