What is Valye?

Valye is an AI investment research engine.

It searches, organizes, and summarizes large volumes of publicly available information about companies and other assets. Valye is designed as a research and discovery tool, not as an advisor.

Valye helps you see what information exists, how clearly it describes a company’s business and equity situation, and where there may be gaps, inconsistencies, or noise in the public data.

Valye and its outputs are provided for informational and educational purposes only and do not constitute investment, legal, tax, or financial advice.

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What is the Valye Score?

The Valye Score is an AI-generated Information Visibility & Clarity Score.

It reflects how visible, well-documented, and understandable a company’s business and equity situation appears in publicly available information that Valye has analyzed.

In plain language, the Valye Score looks at the information environment around an asset, not whether it is a “good” or “bad” investment.

Factors may include:

• How much public information exists (filings, transcripts, presentations, news, etc.)
  
  
• How clearly that information explains the company’s business model, financial position, strategy, and risks
  
  
• How consistent and coherent the information appears across different sources
  
  
• How recent and up-to-date the information seems to be
  
  

The Valye Score is a signal about information visibility and clarity, not a buy/sell/hold signal.

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Does the Valye Score tell me what to buy, sell, or hold?

No.

The Valye Score does not:

• tell you to buy, sell, or hold any security
  
  
• predict future prices or returns
  
  
• judge whether a company is “good,” “bad,” “cheap,” or “expensive”
  
  

Instead, the Valye Score answers a different question:

“How clearly can I see and understand this company’s business and equity situation from public information?”

It is about visibility and clarity of information, not investment merit or suitability.

You remain fully responsible for your own decisions and should conduct your own research and, where appropriate, consult a qualified advisor.

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What data does Valye use?

Valye’s AI engine uses publicly available information and may incorporate licensed third-party data sources, such as:

• regulatory filings (for example, SEC filings for U.S. issuers)
  
  
• earnings calls and investor presentations
  
  
• company websites and public communications
  
  
• news and media coverage
  
  
• industry and market commentary
  
  
• other public documents and datasets
  
  

Where data is available, Valye’s AI can read and summarize tens of thousands of pages of text related to an asset, then compress that into shorter, structured research outputs and a Valye Score.

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How does Valye create its summaries and insights?

Valye uses large language models (LLMs) to:

1. Search and retrieve relevant public information about the asset
   
   
2. Filter and organize the documents into themes (business model, risks, competition, etc.)
   
   
3. Summarize each theme into readable research sections
   
   
4. Evaluate data quality (depth, consistency, recency, and diversity of sources)
   
   
5. Generate the Valye Score as a data quality signal
   
   

The output is a research summary and score based on what the AI can see in the underlying data — not a human analyst’s opinion or recommendation.

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Does Valye predict future performance or returns?

No.
Valye does not:

• forecast prices or returns
  
  
• guarantee any outcome
  
  
• assess suitability of any investment for any particular person
  
  

Valye summarizes information and evaluates data quality, but future performance is uncertain and depends on many factors outside the scope of the engine.

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Can Valye replace my financial advisor, broker, or tax professional?

No.
Valye is not a:

• registered investment adviser
  
  
• broker-dealer
  
  
• tax, accounting, or legal firm
  
  

Valye is a research and information tool only.
You should not rely solely on Valye or the Valye Score when making investment, legal, tax, or financial decisions. Always consider speaking with a qualified professional who understands your individual circumstances.

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How should I use the Valye Score in my research process?

Use the Valye Score as a map of information visibility and clarity, not as a verdict on the asset.

You might use it to:

• See how clearly documented a company’s story appears in public data
  
  
• Identify situations where the public picture looks thin, fragmented, or confusing, and therefore may require extra caution
  
  
• Compare how transparent and well-explained different companies appear to be based on public information
  
  
• Decide where to spend more time reading primary documents like filings and transcripts
  
  

The Valye Score should be one input among many, alongside:

• your own independent analysis
  
  
• other data and tools you use
  
  
• your risk tolerance, objectives, and constraints
  
  
• advice from qualified investment, legal, tax, or financial professionals where appropriate
  
  

Is Valye providing investment, legal, tax, or financial advice?

No.
Valye and the Valye Score are provided for informational and educational purposes only and:

• do not constitute investment, legal, tax, or financial advice
  
  
• do not make recommendations to buy, sell, or hold any security or strategy
  
  
• do not take into account your personal financial situation, objectives, or needs
  
  

Valye is not a registered investment adviser or broker-dealer.

You are solely responsible for your own investment and financial decisions.
Before making any investment or financial decision, you should conduct your own research and consider consulting a qualified advisor.

Are there limitations or risks I should be aware of?

Yes. Some important limitations:

• Incomplete data: Valye can only work with data it can access. Some information may be missing, outdated, or inaccurate.
  
  
• Model limitations: AI models can misinterpret context or introduce errors.
  
  
• No guarantee of accuracy: Neither Valye nor its data providers can guarantee that any information or output is complete, accurate, or up to date.
  
  
• No suitability assessment: Valye does not know your personal circumstances and does not determine whether any investment is appropriate for you.
  
  

You should always treat Valye’s outputs as tools to assist your research, not as instructions or guarantees.

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Legal & Risk Notice

Valye’s AI investment research engine uses publicly available information and may incorporate third-party data sources. All outputs, including the Valye Score, are data-driven research signals and summaries, not advice.

Valye’s services are provided for informational and educational purposes only and do not:

• constitute investment, legal, tax, or financial advice
  
  
• make recommendations to buy, sell, or hold any security
  
  
• create a fiduciary relationship or client–advisor relationship
  
  

You are responsible for your own decisions. Always conduct your own research and consider consulting a qualified investment, legal, tax, or financial professional before making decisions.

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