How Alpha Inflection produces its coverage
What is written by a person, what is drafted by a model, what each figure is checked against, and what happens when something is wrong.
Where the coverage comes from
Alpha Inflection reads the disclosures that listed Indian companies file with the BSE and the NSE — quarterly results, earnings-call transcripts, investor presentations, order announcements and other material intimations — and turns them into pages a reader can follow over time.
Two kinds of writing sit on this site, and they are produced differently.
- Market news, at /market-news: one article per company per day, drafted by a language model from that company's filings and published automatically once it passes the checks below. These articles are not reviewed by a person before they go live.
- Research, at /research: long-form analysis written by a person.
Disclosure: market-news articles are model-drafted
The prose in a market-news article is written by a large language model. It is not a wire report, and no journalist filed it. What the model is given is a bundle assembled from that company's own filings — the figures, the dated events, the management statements and the prior quarters' context — and it is asked to explain what changed and what the company itself has said about it.
The model is not asked to form a view, and the checks that follow exist because a model asked to write about numbers will, left alone, produce numbers.
What every figure is checked against
Before an article is published, every figure and every date in the copy is compared against the filing evidence the article was built from. A number that appears in the prose but nowhere in the filings fails the check.
When a draft fails, it is withheld — not quietly corrected. A page that never publishes is a gap in coverage; a page that publishes a figure nobody can trace is a different kind of problem, and the pipeline is built to prefer the first.
- Figures are reported in the unit the filing states. Currency is never converted: an order disclosed in US dollars is reported in US dollars, because the exchange rate is not in the filing and a converted figure would be our arithmetic presented as the company's disclosure.
- Forward-looking numbers are attributed. Where an article gives a target or a guidance range, that is what the company said, marked as such — never a projection of ours.
- Every article carries an evidence table listing the dated filings behind it, each linked to the source document on the exchange. That table is the article's working, and it is published with it so a reader can check the arithmetic rather than take our word for it.
What this is not
Alpha Inflection publishes research and educational content. It is not investment advice, it is not a recommendation to buy or sell any security, and it is not personalised to any reader's circumstances. Alpha Inflection is not a SEBI-registered investment adviser or research analyst.
Coverage of a company is not an opinion about it. An article exists because a company filed something material, not because we think the shares are cheap.
Corrections
Filings get restated, and automated extraction gets things wrong. When an article is found to misstate what a filing says, it is corrected or withdrawn, and an article that has been substantively changed after publication carries an updated date alongside its original one.
Coverage is edited by Prakhar Nigam, who is responsible for what publishes and for withdrawing anything that should not have.
Write to hello@alphainflection.com with the article and the figure in question.
Sources and independence
Primary sources are the exchanges' own filing archives, linked from every article. Company fundamentals shown alongside coverage come from third-party market data and are labelled where they appear. Share-price charts are supplied by TradingView; Alpha Inflection does not store or republish price data.
No company pays to be covered, to be covered favourably, or to be left out. Coverage is driven by what gets filed.