Stock Research for Every Investing Decision
Whether you’re exploring a new stock, checking risks before buying, comparing bull and bear cases, or validating a watchlist idea, Valarn turns scattered market data into one clear AI-powered research view. Understand the story before you invest — educational research, never financial advice.
Use cases
Built for how you research
The same transparent AI research pipeline, mapped to your workflow — whether you invest for yourself, trade actively, or run a team.
For individual investors
Learn faster and walk into every stock with a clear, plain-English thesis
You don't need a research desk or hours of digging. Valarn's up to 25 AI analysts do the heavy lifting and hand you one clear research view — what they found, why it matters, and what to watch — written so you can actually use it. Start free, listen on the go, and find ideas worth researching every day.
Get started freePlain-English thesis + cheat sheet
Get the gist in 30 seconds, then dive into the full reasoning when you want it.
Bull AND bear case
Hear both sides of every stock with a conviction score so you know how much to trust the view.
Audio reports + multi-voice podcast
Listen to your research on the commute — a narrated brief or a host/bull/bear debate.
Discovery + daily Market Brief
Surface ideas worth researching with a fresh market overview before the open.
Research Workspace + search
Keep your reports and notes in one place and ask questions across them.
Start free
One Basic report a month, no credit card — upgrade only when you're ready.
For serious & active traders
Deep Debate, full reasoning, and the catalysts you can't afford to miss
Go deep. Run a full adversarial Deep Debate with every analyst on your plan, see the scenario range and a dedicated risk review, and stay ahead of earnings, insider activity, and Congress trades. Track how a thesis evolves and pressure-test mechanical rules on real historical prices — all educational research, never advice.
Start researchingDeep Debate with full reasoning
See exactly why, with every claim traceable to its source — no black box.
Catalyst Calendar + insider/Congress feeds
Never get blindsided by earnings or events; events auto-populate. Disclosed STOCK Act trades are tracked for every member of Congress.
See the congressional trading tracker →Scenario range + risk review
Know the upside, the downside, and what would change the view.
Backtesting & Strategy Lab
See how a mechanical rule behaved on historical prices — educational simulation, not a prediction.
Thesis tracking + what-changed
Follow a living thesis across runs and spot new catalysts and risks.
Reports, exports & share links
Save, export to PDF or Word (Starter and up) or CSV and JSON on every plan, and share a read-only view.
For teams & funds
A shared research desk you can configure, audit, and run your way
Bring your team onto one workspace with roles and shared memory, then build the research pipeline you want — assign different AI models per agent, write custom prompts, and tune the debate. Export and audit everything, automate with webhooks, and on Enterprise bring your own keys or run local, private models.
Talk to usShared workspace + roles
Keep all your research in one place with viewer, editor, and owner access.
Configurable research pipeline
Assign per-agent models and custom prompts; the right model for each job.
Exports + audit trail
Export to PDF or Word (Starter and up) or CSV and JSON on every plan, with a full audit log behind every action.
BYOK & local models (Enterprise)
Bring your own keys or run private, local models for control and compliance.
Webhooks
Wire Valarn into your stack and trigger downstream workflows on key events.
Scheduled analysis
Auto-run coverage on a cadence so your watchlist stays current hands-free.
The research desk, simulated
Every role a hedge fund staffs, run by an AI agent
A fund doesn't hand one analyst a stock and take their word for it. Work is split across specialists, argued over, and reviewed before anyone acts. Valarn runs that same process — up to 25 agents on Pro+.
- 1
The research desk
A hedge fund has
Sector, valuation and positioning teams, each covering one slice of the company
Valarn runs
Specialist agents split the company between them, one domain each — the numbers, the story, the filings and the flow.
Sector and fundamental analysts
MarketFundamentalsNewsSentimentSectorMacroSector RotationA valuation and quality team
ValuationEarningsCapital AllocationQuality & MoatPeer ComparisonA positioning and flow desk
InsiderShort InterestOptions FlowAnalyst ConsensusSEC Filings - 2
Bull vs bear debate
A hedge fund has
The long/short debate
Valarn runs
A bull and a bear argue the same evidence over several rounds, so the case is tested before it reaches you.
Bull Case ResearcherBear Case Researcher - 3
The ruling
A hedge fund has
The research head who rules on it
Valarn runs
One agent weighs both cases and rules on which argument the evidence actually supports.
Stock Reviewer - 4
Risk committee and final call
A hedge fund has
A risk committee, and the manager who makes the final call
Valarn runs
Three standing perspectives stress-test the surviving thesis, then the Risk Manager settles a single research view with its full reasoning shown.
A risk committee
AggressiveConservativeNeutralThe manager who makes the final call
Risk Manager - 5
Compliance review
A hedge fund has
A compliance desk that signs off before anything goes out
Valarn runs
Every report passes a compliance review before you read it.
Risk EngineCompliance Reviewer
What we are not
- We don't manage money or hold any client assets
- We don't place trades or execute orders
- We don't give personal advice — everyone gets the same research process, run on the stock you pick
Why you can trust it
Transparency you can check yourself
No testimonials to take on faith — just visible reasoning, attributed sources, and a sample report you can read right now.
See the reasoning
Every analyst in your report shows its work — read the full chain, not just a verdict.
Source audit on every claim
Each finding is traceable to its source, with honest confidence and a QA gate before you read it.
Trusted data sources
Real public market and filing data, clearly attributed in every report.
A sample report
See exactly what a Valarn research report looks like before you sign up.
Start your research today
Free plan includes 1 research report per month. No credit card required — upgrade only when you're ready.
Valarn provides educational research only. It is not financial advice, and it never tells you to buy, sell, or hold.