Editorial Standards and Corrections

Last reviewed: July 24, 2026

Klyrify publishes calculators and educational content to help people understand practical financial decisions. Usefulness, clarity, and accurate limitations come before search traffic or commercial placement.

Authorship and responsibility

Ivan Daniel maintains Klyrify and is responsible for what the site publishes. Article and guide bylines identify the author; Klyrify does not use invented experts, credentials, or reviewers. A separate reviewer is named only when a real person has independently reviewed the work.

Fact and formula checking

Calculator formulas are compared with their documented mathematical definitions and deterministic reference examples. Assumptions, units, timing, compounding, rounding, and important omissions are checked against the implementation. Editorial claims are checked against suitable sources, and material uncertainty is stated rather than hidden.

Our complete calculator process, test approach, and source hierarchy are described on the Methodology page.

AI and automation assistance

AI and other automated tools may assist research, drafting, coding, testing, or consistency checks. They do not replace human publication responsibility. Ivan reviews the relevant formulas, claims, sources, code behavior, and limitations before publishing or materially updating a page.

Sources and updates

We prefer official institutions and primary sources, followed by original or authoritative research, established technical or financial references, and clearly disclosed standard mathematical conventions. Citations should support the claim beside them. Material update dates reflect substantive changes, not routine shared-template edits.

Corrections policy

Report a suspected factual, formula, source, accessibility, or presentation error through the Contact page. We investigate reproducible reports, correct verified issues, and add a correction or update note when it would help readers understand a material change. We do not silently change a publication date merely to make content appear newer.

Commercial relationships and conflicts

Klyrify does not currently carry affiliate links, paid rankings, sponsored placements, or advertising. Payment does not determine calculator results or editorial conclusions. If a relevant commercial relationship is introduced later, it will be disclosed clearly on the affected page; paid placement will not be disguised as an independent ranking.

No personalized advice or guarantees

Klyrify provides educational estimates and general information. It does not guarantee outcomes or provide personalized financial, investment, tax, legal, or accounting advice. Actual results may differ from projections based on the assumptions entered.