This page describes how LearnFineEdge selects topics, sets a quality bar, manages reviewers, and treats reader feedback. We publish it in the open so readers know what we owe them, and so authors and reviewers have a fixed reference.
Audience and scope
LearnFineEdge is an India-first personal finance education site. We write for readers who manage their own money: first-time taxpayers, salaried professionals, freelancers, retirees managing their own corpus, and parents planning long-term security for their families. Our default scope is Indian rules, Indian rupees, Indian financial year framing, and Indian regulators (SEBI, RBI, IRDAI, PFRDA, CBDT). We touch international topics only where the Indian reader genuinely needs them, for example, NRI tax questions, dollar-denominated funds via the Liberalised Remittance Scheme, or comparative learnings from US-market history when they illuminate Indian market mechanics.
Topic-selection criteria
An article is greenlit only if it meets at least three of these five tests:
- Reader need. The topic answers a real question Indian readers ask, evidenced by search volume, reader correspondence, or recurring questions in personal-finance communities.
- Education gap. The article adds clarity that existing public sources do not provide, or synthesises material that is scattered across regulator notices.
- Decision relevance. The article supports a household financial decision over the next 12 months (tax filing, insurance renewal, SIP step-up, retirement planning).
- Time-stable framing. The article can be written so that the underlying framework remains useful even after a budget cycle changes the specific numbers.
- Compliance fit. The article does not require us to take positions or make recommendations that fall under SEBI, RBI, or IRDAI registration thresholds.
Quality bar
Every article meets a checklist before publication:
- Primary-source citation for every number, rule, or regulator action as required by our Fact-Checking Policy.
- India-context default. Rupees, financial year framing, Indian tax slabs, Indian regulator names.
- Clear structure with descriptive headings, short paragraphs, and one comparison table where helpful.
- Worked example with realistic Indian numbers, not abstract dollar amounts.
- FAQ section addressing the questions a careful reader will still have at the end.
- Internal links to related articles on the site, only where the link genuinely helps the reader.
- Honest scope. The article names what it does not cover.
- No banned phrasing: no “guaranteed returns”, no “best fund”, no “highest yield”, no clickbait stat without a source.
Mandatory expert review
Articles on the following topics undergo expert review by a contributor different from the author before publication:
- Tax slabs, ITR filing, tax regime selection, and any Section-specific deduction analysis.
- Insurance products, including term, ULIP, endowment, health, and motor.
- NPS, PPF, SSY, EPF, and other regulated retirement instruments.
- F&O strategies, derivative mechanics, and SEBI rule changes.
- Cryptocurrency and Virtual Digital Asset taxation.
- Real Estate Investment Trusts and Infrastructure Investment Trusts.
The reviewer reads the draft, validates each cited source, and either approves or returns the draft with specific revisions. The article is published only after the reviewer signs off.
Update cadence
- Annual review: articles on income tax slabs, ITR filing, and tax-regime selection. Reviewed in April-May each year after the Finance Act enactment.
- Quarterly review: articles on small-savings rates (PPF, NSC, SSY, KVP), monetary-policy-driven rates, and any rate-sensitive comparison.
- Event-triggered review: articles affected by SEBI, RBI, IRDAI, or PFRDA notices are updated within 30 days of the notice.
- Reader-triggered review: any article flagged through our Corrections Policy is reviewed within seven working days.
Use of AI tools
We use AI tools (large language models, summarisation tools, fact-extraction tools) as research and drafting aids. Every article that uses AI output goes through human authorship and review: a named human author writes the final version, a human reviewer fact-checks the cited sources, and the human author is accountable for the published claims. We do not publish AI output verbatim, do not generate articles at machine scale, and do not use AI to fabricate quotes, statistics, or sources.
Conflicts of interest
Authors and reviewers declare commercial and equity interests annually. Where an article touches a product in which the author or reviewer has a material conflict, either the conflict is disclosed inline within the article, or the work is reassigned to a different contributor. Editorial leadership is responsible for resolving close calls.
Comments and reader feedback
We do not host open comment sections, in part because of the spam and brigading common to financial content. Reader feedback is welcomed through our Contact form. Reader-flagged factual disputes are routed to Corrections. Reader-flagged scope or framing concerns are routed to editorial leadership and considered for future revisions.
Independence
Our editorial decisions are not influenced by current or prospective advertisers. Advertising and sponsorship are governed by our Advertise With Us policy and are kept structurally separate from the editorial pipeline.
Changes to this policy
We update this page when our scope, structure, or workflow materially changes. The “Last updated” line at the top reflects the most recent revision.