Multi-agent AI system
A team of agents.
One institutional thesis.
Type a company name and let seven specialized agents work for you: they read the official filings, assess the business, value it across three scenarios and hand you a clear thesis, with every claim backed by its source.
Investment thesis · sample output
Example Corp. DEMO
- Reading annual reports and earnings calls
- Assessing business quality and competitive advantage
- Computing fair value across three scenarios
- Measuring risk, debt and liquidity
- Writing and verifying your thesis
Recommendation
Buy
Conviction
27 official sources cited · approved by quality control
Illustrative sample for a fictional company. Not a real analysis, not a recommendation, and not financial advice. Figures are made up to show the format of the output.
The product
What you get in every thesis
A clear recommendation
Buy, hold or avoid, with a conviction score from 0 to 100. No ambiguity.
Three price scenarios
What the stock could be worth in the bear, base and bull case, and what would have to happen in each.
Evidence, not opinions
Every claim links to its source: annual reports, quarterly results and investor calls.
The risks, explained
What can go wrong, how bad it would be and which signals to watch.
The process
How it works
Pick a company
Type the ticker or the name. We cover the S&P 500.
Your team analyzes
Seven agents read, assess, value and debate with each other. You just wait a few minutes.
You get your thesis
Recommendation, scenarios, risks and sources. Ready to read and defend.
Questions
Frequently asked questions
What is Finnversion?
Finnversion is a multi-agent AI system that produces institutional-grade investment theses on public companies. Seven specialized agents read the primary documents, value the business and write the thesis, and every claim is cited back to its source.
How is it different from asking a chatbot about a stock?
A general chatbot answers from memory in a single pass. Finnversion runs seven specialized agents over primary documents, produces an explicit valuation across three scenarios, and gates the result behind an independent quality-control agent that checks whether the claims are actually sourced.
Where does the data come from?
SEC EDGAR filings (10-K, 10-Q and 8-K), earnings call transcripts, market prices, audited financial statements and financial news. Each data point in a thesis links back to the document it came from.
Can I trust the valuation?
Every thesis is reviewed by an evaluator agent before you see it, scored on citation coverage, source diversity and temporal coherence. A thesis that falls short is sent back to be rewritten. The full citation trail means you can audit any number yourself.
What is the anti-hindsight constraint?
Each analysis is pinned to a date, and the system is prevented from using any information published after it. That makes a thesis reproducible and lets you back-test the method honestly against what was actually knowable at the time.
Is Finnversion financial advice?
No. Finnversion produces research and analysis for informational purposes only. It is not personalized investment advice, and you remain responsible for your own investment decisions.
Is there a free plan?
Yes. New accounts include analysis credits at no cost and no card is required, and the Per Share fundamentals tool is included free.
Who is it for?
Retail and semi-professional investors, analysts and finance students who want a structured, evidence-backed thesis instead of an unsourced opinion.
Free · no card required
Your analysis team
is waiting for you.
Seven agents, cited evidence and a clear thesis in minutes.
Create a free account