Editorial policy

This page describes, plainly and honestly, how content on KaroDesk (calculators, guides and blog articles) actually gets made. We'd rather under-claim than overstate what we do here.

Who writes it

Nihar Chopade is the founder of KaroDesk, a platform focused on building practical digital tools and resources for individuals, freelancers and small businesses. He created KaroDesk to make everyday business, tax, finance and calculation tasks simpler and more accessible.

How topics are chosen

Most guides and calculators come directly from questions our own users hit while pricing a product, filing GST or checking a payslip. Some blog topics are found through an internal research tool that looks at real search demand and gaps in what we've already covered, so we write about what people are actually searching for rather than guessing.

How financial and tax information is checked

Formulas and figures are checked against the current official rules (GST slabs and notifications, Income Tax Department slabs and sections, and standard payroll practice) at the time of writing, and re-checked whenever a rule changes (for example, every GST rate calculator and guide was updated when the GST 2.0 reform took effect). To be precise about what this is not: it is not a review by a chartered accountant or a practising tax professional, and none of this content is a substitute for one. See our Disclaimer for how to use these calculators responsibly.

Where AI is used

Some blog articles begin as AI-assisted drafts, generated from a specific researched topic and cross-checked against our own existing content to avoid duplication. No AI-drafted article is ever published automatically: every draft sits behind an admin-only approval step, and going from "approved" to actually live on KaroDeskadditionally requires a person to work through a publishing checklist by hand (read the full article, verify every figure, confirm examples are original, confirm internal links make sense) before the publish action is available at all. If you're reading an article on KaroDesk, a person reviewed it before it went live: that much we can say precisely, because the tooling enforces it.

How updates happen

Guides and articles carry a visible "Published" and, where they've since been revised, an "Updated" date. We only change the "Updated" date when the actual content changes (not on every site deployment) so it reflects something real.

Corrections

If something on KaroDesk looks wrong (a stale rate, a broken formula, a factual error), please tell us. Email hello@karodesk.com or use the contact page. We'll check it and, where the correction is confirmed, update the page and its "Updated" date.