What is Valye?
Valye is an AI-powered research platform built to help you quickly evaluate companies, sectors, and technologies—without drowning in tabs, PDFs, and jargon. We combine modern language models with a structured research workflow to surface what’s most relevant, highlight key signals, and organize findings in a way that’s easy to scan and verify.
Valye is designed for moments when you need clarity fast:
- A company announces a major partnership or acquisition
- A new product launch shifts a competitive landscape
- An earnings update changes the narrative
- A regulatory filing introduces new risks, dilution, or guidance changes
- A trend starts showing up across multiple companies and you want the “why” behind it
What Valye does (and what it doesn’t)
What Valye does
Valye helps you:
- Summarize and structure public information into readable sections (highlights, key facts, context, risks, and next questions)
- Extract signals from announcements and filings (what’s new, what’s changed, what’s implied)
- Connect the dots across companies, products, competitors, and themes
- Create consistent snapshots you can review quickly—then drill deeper when needed
What Valye doesn’t do
Valye is not a broker, financial advisor, or fiduciary. We do not provide individualized investment advice, and we don’t tell you what to buy, sell, or hold. Any output is informational and may contain errors or omissions—always verify with primary sources.
How Valye works
Valye follows a research workflow that mirrors how strong analysts think—just faster:
- Ingest public information
Valye reviews available public materials (examples: company announcements, public filings, market context, and other accessible sources). - Normalize and clean the narrative
We convert messy text into structured sections so you can scan quickly and compare consistently. - Identify the core story
What changed? What matters? What’s noise? What’s signal? - Surface risks and open questions
We flag what’s uncertain, what’s missing, and what should be verified. - Generate an insight-ready view
A clear page you can share, revisit, and build on—without losing the source trail.
The Valye Score
The Valye Score is a research quality signal—a way to estimate how strong the available information is for analysis.
It is designed to reflect factors like:
- Completeness (is there enough detail to support clear interpretation?)
- Consistency (do claims align across available materials?)
- Freshness (is the information current or outdated?)
- Clarity (is the disclosure specific, measurable, and verifiable?)
- Signal-to-noise (is this meaningful, or mostly marketing language?)
Important: The Valye Score is not a credit rating, a valuation, or a prediction. It does not measure future performance. It’s a confidence indicator about the quality of the available research inputs, not an instruction to act.
What you’ll see inside a Valye insight
Depending on the topic, Valye insights may include:
- Highlights (the fastest “what matters” view)
- What the release says (facts) (verbatim-style factual extraction)
- What it may imply (context) (interpretation with clear uncertainty)
- Risks & unknowns (what isn’t answered yet)
- Competitive / industry context (how this fits into the landscape)
- What to watch next (follow-up signals, dates, or validation points)
- Sources & references (where the information came from)
Valye is built to make it obvious what’s a fact, what’s an interpretation, and what’s a question that requires verification.
Who Valye is for
Valye is for people who need a fast, clear first-pass understanding—then the ability to go deeper:
- Investors & analysts who want structured summaries and faster screening
- Founders & operators tracking competitors, partners, and market shifts
- Researchers & students who want clarity without oversimplification
- Journalists & writers looking for clean synthesis and source trails
- Teams that need a shared view of “what matters” without long meetings
Whether you’re exploring a company for the first time or monitoring a watchlist daily, Valye is built to reduce time-to-understanding.
Our principles
Clarity over complexity
We don’t bury you in buzzwords. We translate technical and financial language into readable insight.
Source-aware research
We aim to keep outputs grounded in verifiable information and distinguish facts from interpretation.
Speed with responsibility
Fast research is only useful if it’s honest about uncertainty. We explicitly call out unknowns.
Privacy-minded by default
We minimize collection, protect access, and focus on delivering value without unnecessary data capture.
Limitations & responsible use
Valye is powered by AI and may produce inaccurate, incomplete, or outdated outputs. Information can change quickly, and public sources may be wrong or misleading.
Use Valye as:
- A starting point for research
- A way to organize and accelerate analysis
- A tool to generate better questions and speed up verification
Not as:
- A replacement for professional advice
- A definitive source of truth
- A buy/sell signal
Research-only. Not investment advice. Always verify with primary sources.
Valye Pro
Valye offers deeper tools for users who want more than a quick overview—such as richer reports, saved workflows, advanced insights, and expanded access to analysis features.
If you’re evaluating multiple companies, tracking themes, or building a repeatable research process, Valye Pro is designed to help you move faster with more structure. # AI usage policy: https://www.valye.com/llms.txt
Contact / Support
Questions, feedback, or feature requests? We want to hear from you.
- Visit Support for help articles and troubleshooting
- Use the in-app Support link to contact our team
