Editorial Policy

Avsar publishes two kinds of market content: quarterly results write-ups for NSE-listed companies, and a daily market brief in three editions. This page explains who produces them, how they are produced, where the numbers come from, and what to do when something is wrong.

Who we are

Avsar is an AI research and product company for the Indian markets, based in India. Market content on this site is published under the byline of Ashutosh, who founded Avsar, built the research pipeline behind these reports, and is accountable for what they say. For anything on this page — including corrections — write to support@avsar.ai.

How these reports are written

We want to be direct about the method: the first draft of every results write-up and daily brief is generated by software, not typed out by hand. The pipeline reads the filing, computes the comparisons and the price reaction, and writes the narrative within the constraints described below. The byline belongs to the person who built that pipeline, sets its rules, monitors what it publishes, and answers for the result — not to a reporter who wrote each piece from scratch.

We say this here rather than leaving it to be inferred, because a reader deserves to know how what they are reading was produced.

Where the numbers come from

Financial figures— revenue, expenses, operating profit, margins, tax, net profit and EPS — are taken from the company's own results filing with the NSE and reproduced as filed. Each report states whether the figures are consolidated or standalone, and links to the source filing PDF.
Cross-checking. Where a filing has been checked against an independent source, the report says so. Where a filing is newer than third-party databases and has not yet been independently cross-checked, the report says that instead, in the same place. We do not quietly present unverified figures as verified.
Management commentaryis extracted from the company's own earnings-call transcript or investor presentation. Every extracted statement is checked against the source document before it is published, is always attributed as reported speech, and is never restated as our own view. Anything about the future — guidance, targets, planned capacity — is a statement by the company, not a forecast by us.
Price reaction figures — the results-day move, the moves over the following sessions, performance relative to NIFTY, and the volume ratio — are computed from exchange price data, not estimated.

How the writing is constrained

The narrative sections are written by a language model working only from the data in the report. Two guardrails apply to every sentence before it is published:

Grounding. Any sentence containing a number that does not appear in the underlying data is dropped rather than published. A missing sentence is a smaller problem than an invented figure.
No recommendations. The model is instructed to describe and explain, never to advise. Target prices, buy/sell language, and recommendations are prohibited. This is market commentary and educational content, not investment advice, and Avsar is not a registered investment adviser or research analyst.

Reports are re-authored when new information lands — most often when the price reaction fills in after the session that follows the filing. When that happens the page carries an updated timestamp alongside the original publication time.

Corrections

If a figure, an attributed statement, or a characterisation on any page is wrong, tell us at support@avsar.ai with the page URL and what is incorrect. We correct confirmed errors at the source, which republishes the affected page with a new updated timestamp. Where a correction materially changes what a report said, we note the change on the page itself rather than editing silently.

Reports covering a company are removed rather than left standing if the underlying filing is withdrawn or restated by the company and we cannot republish accurately.

Advertising and independence

We do not accept payment to publish, alter, or suppress a report about any company, and no company sees a report before it is published. Coverage is decided by which companies file results, not by any commercial relationship.

See also our Terms of Service and Privacy Policy. Published content lives under Earnings and News.