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Insights on AI equity research.

Practical writing on equity valuation, how AI equity reports work, and what to look for when analysing a company.

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AI Equity Research
AI Equity Research
Can AI Analyze Stocks? What AI Equity Research Can and Cannot Do

Roughly 55% of sell-side equity ratings are buys at any given time. That number holds across bull markets, bear markets, and financial crises. The reason is not…

Lauri Hynönen · 7 min read Read →
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Valuation
Methodology
What is reverse valuation and why does it matter more than a price target?

Most equity research ends with a price target. Reverse valuation starts there and works backwards, asking what has to be true for today's stock price to make sense.

Valuatum · 8 min read Coming soon
AI Research
AI equity research
AI vs traditional equity research: what is actually different?

AI-generated equity reports follow the same analytical structure as traditional research notes. What changes is the speed, the cost, and how assumptions are made explicit.

Valuatum · 6 min read Coming soon
Finnish Stocks
Helsinki Stocks
Investing in Helsinki-listed stocks: a guide for international investors

OMXH structure, sectors, and access for international investors — with proprietary valuations of five covered names.

Valuatum · 9 min read Coming soon

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