Frequently Asked Questions - Valye AI Value Intelligence

Q: How does Valye create its summaries and insights?

Valye uses large language models (LLMs) to: search and retrieve relevant public information about the asset, filter and organize the documents into themes (business model, risks, competition, etc.), summarize each theme into readable research sections, evaluate data quality (depth, consistency, recency, and diversity of sources), and generate the Valye Score as a data quality signal. The result is a research summary and score, not investment advice.

Question 1

What is Valye?

Accepted Answer

Valye is an AI investment research engine that uses publicly available information as a research and discovery tool to help you understand what information exists and identify gaps, inconsistencies, or noise. It is for informational and educational purposes only.

Question 2

What is the Valye Score?

Accepted Answer

Valye Score is an AI-generated Information Visibility & Clarity Score that measures how visible, well-documented, and understandable a company's business and equity situation appears in publicly available information. It evaluates the information environment around an asset based on factors including: 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 the information appears across different sources (consistent and coherent), and how the information seems to be recent and up-to-date. It is a signal about information visibility and clarity.

Question 3

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

Accepted Answer

No. The Valye Score does not tell you to buy, sell, or hold any security, predict future prices or returns, or 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 measures visibility and clarity of information. You remain fully responsible for your own decisions and should conduct your own research and, where appropriate, consult a qualified advisor.

Question 4

What data does Valye use?

Accepted Answer

Valye uses publicly available information and licensed third-party data sources including: 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, and other public documents and datasets. Valye processes tens of thousands of pages of text to create shorter, structured research outputs.

Question 5

How does Valye create its summaries and insights?

Accepted Answer

Valye uses large language models (LLMs) to:

Search and retrieve relevant public information about the asset
Filter and organize the documents into themes (business model, risks, competition, etc.)
Summarize each theme into readable research sections
Evaluate data quality (depth, consistency, recency, and diversity of sources)
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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Question 6

Does Valye predict future performance or returns?

Accepted Answer

No. Valye does not forecast prices or returns, guarantee any outcome, or assess suitability of any investment for any particular person. It focuses on data quality. Future performance is uncertain.

Question 7

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

Accepted Answer

No. Valye is not a registered investment adviser, broker-dealer, or tax, accounting, or legal firm. It is a research and information tool only and does not provide professional advice.

Question 8

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

Accepted Answer

The Valye Score provides a map of information visibility and clarity. 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 different companies appear to be transparent and well-explained based on public information, and decide where to spend more time reading primary documents like filings and transcripts. It should be one input alongside your own independent analysis, other data and tools you use, your risk tolerance, objectives, and constraints, and advice from qualified investment, legal, tax, or financial professionals where appropriate.

Question 9

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

Accepted Answer

No. Valye's services are for informational and educational purposes only. They do not constitute investment, legal, tax, or financial advice, do not make recommendations to buy, sell, or hold any security or strategy, and do not take into account your personal financial situation, objectives, or needs. You should conduct your own research.

Question 10

Are there limitations or risks I should be aware of?

Accepted Answer

Yes. Some important limitations include: 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. These are tools to assist your research.

Answers, Unlocked by AI