Tag
#equity-research
11 articles
- Research Workflow
How Professional Investors Actually Build an Investment Thesis
A thesis is a falsifiable claim about why the market is wrong. Here is the thinking that gets you there: understand the business, map revenue, isolate the drivers, and name what breaks it.
- Research Workflow
The Institutional Equity Research Workflow, End to End
Institutional equity research runs a full lifecycle: idea, business map, model, forecast, forensic checks, committee, and monitoring, with AI reshaping each stage.
- AI & Finance
Investing Before AI and After AI: How the Research Day Actually Changes
Before AI, an analyst's day was manual reading and hand-spreading numbers. After AI, the reading is delegated and the human spends the day on judgement.
- Research Workflow
Revenue Mapping Explained: The First Thing Institutional Investors Do
Revenue mapping breaks a company's single topline into segments, then into the drivers of each segment, so you can see where profit actually sits versus where revenue sits.
- Research Workflow
The Anatomy of an Institutional Research Report
An institutional research report is the standing document a desk keeps on a company: thesis, business, drivers, model, valuation range, risks, and a monitoring plan.
- AI & Finance
AI for Equity Research: A Practical Guide
AI speeds up equity research by summarising filings, extracting data, monitoring events, and drafting notes, as long as you verify every figure against the source.
- AI & Finance
The AI Research Analyst Is Here: What Actually Works and What Is Just Marketing
AI can already read filings, extract data, and monitor events at scale. It cannot pick winners on command. Here is how to tell the tools apart before you buy.
- Education
How PMS Firms Research Indian Stocks
A professional PMS firm researches an Indian stock through a disciplined, multi-stage process: screen the universe, read filings, model drivers, verify on the ground, value, size, and monitor.
- Methodology
The Equity Research Process, Step by Step
The equity research process is a repeatable workflow that turns filings and data into a reasoned view: screen, study, model, value, write, and monitor.
- AI & Finance
Why RAG Alone Fails for Equity Research
Retrieval-augmented generation reads filings like prose. Equity research lives in tables, footnotes and vintages, where one wrong digit is a wrong answer.
- AI & Finance
AI Will Not Replace the Analyst. It Will Replace the Grunt Work.
The threat to equity research is not the analyst's judgement, it is the hours spent gathering filings and re-keying numbers. AI is coming for the grunt work first.