Methodology & data sources
Every Kalcify calculator is built against primary sources — the same publications, statutes and classifications that the underlying authority publishes itself. This page explains where the numbers come from, how often they are reviewed, and how to flag a mistake.
How calculations are produced
All calculations run entirely client-side in your browser. The page ships the formula and any required tables; nothing you enter is transmitted to a Kalcify server, persisted in a database, or shared with a third party. Open the browser dev tools on any tool page and you can read every line of arithmetic that produces your result.
Calculator logic is implemented from the textual rules of the originating authority (for example, the IRS publication that defines a tax bracket, the WHO classification that defines a BMI band, or the W3C specification that defines color-contrast). Numerical constants are taken from the most recent publication available at the time the page is built, and the page’s “last updated” timestamp reflects the most recent change to that data set.
Primary sources by category
Finance & tax (United States)
Internal Revenue Service (IRS)Federal income tax brackets, standard deduction amounts, payroll tax rates, retirement contribution limits.
Finance & tax (United Kingdom)
HM Revenue & Customs (HMRC)Income Tax bands, National Insurance categories and thresholds, VAT rates, capital gains and dividend rules.
Finance & tax (Canada)
Canada Revenue Agency (CRA)Federal and provincial tax brackets, TFSA and RRSP limits, EI / CPP contribution rates.
Finance & tax (Australia)
Australian Taxation Office (ATO)Resident tax rates, Medicare levy, HECS-HELP repayment thresholds, stamp-duty schedules per state.
Finance & tax (Germany)
Bundesministerium der FinanzenLohn- und Einkommensteuer, Solidaritätszuschlag, Kirchensteuer, Sozialversicherung.
Health & wellness
World Health Organization (WHO)BMI classification bands, daily reference intake values, alcohol unit definitions.
Blood alcohol & impairment
National Highway Traffic Safety Administration (NHTSA)US BAC limits per state, Widmark formula reference, elimination-rate ranges.
Web standards (developer tools)
W3C, WHATWG, IETFColor-contrast ratios (WCAG 2.2), JSON specification (RFC 8259), HTML/CSS specs.
Update cadence
Tax tools are reviewed at the start of each tax year for every supported jurisdiction and any time a mid-year change is published (rate cuts, threshold indexation, new levies). Health, web-standard and developer tools are reviewed when the underlying specification changes — typically every two to three years for WCAG, longer for WHO classifications.
Each tool page exposes its own “Last updated” timestamp directly above the calculator. That timestamp reflects when the data set or formula on the page was last modified, not just when the marketing copy changed.
Spot a mistake?
If a calculator returns a number you cannot reconcile with the official source, please write to [email protected] with the tool URL, the inputs you used, the result you got and the source you are comparing against. Corrections are prioritised over feature work and the response commitment on the Contact page applies.
What Kalcify is not
Kalcify is informational. Tax calculators produce estimates, not filings. Health calculators are screening aids, not medical diagnoses. For decisions with material financial or medical consequences, consult a qualified professional in your jurisdiction. The full disclaimer lives in the Terms of Service.