About InsightArise

A small independent publisher. One person, a server, and a rule that every number on the page has to be traceable to a public record.

What this is

InsightArise publishes reference sites built from public datasets. The premise is simple: a great deal of genuinely useful public data is technically available and practically unusable, because reading it requires knowing the agency's own filing conventions, or writing code, or both. Turning it into pages that answer a plain question is unglamorous work that often goes undone.

There are no accounts, no logins, and nothing to buy on any site. Each site is generated by a pipeline that pulls the source data on a fixed schedule and computes every figure in code: Cars is published as static pages in nine languages; Tenders is served from a database, in Traditional Chinese.

Editorial and AI policy

This matters enough to state plainly, because "AI-generated" covers two very different things.

• Every statistic is computed by code. Counts, rates, indices, rankings, trends and comparisons come from tested, deterministic programs reading the source database. No site statistic is calculated or estimated by a language model.
• Explanatory text on data pages is templated. The sentences that describe a result are built from a fixed library of conditional phrasings that we designed and maintain, held as version-controlled source for each language and selected by the computed values. That is why the same finding reads the same way in every language a site is published in. Data pages carry no AI-drafted summaries; the short AI-condensed summaries that some English Cars pages used to carry have been switched off.
• Guides and long-form articles are AI-drafted. The guides and in-depth articles on Cars, in all nine languages, and the explainer on this site were drafted using an AI model (Anthropic's Claude) and have not been reviewed page by page by a person. The data tables and lists inside the Cars articles are generated by code from the current month's data; the explainer's figures are dated on the page. They are explanations, not professional advice, and corrections are welcome.
• Translations are prepared in advance. The interface strings, phrasing libraries, guides and articles in each language were prepared using an AI model and are stored as version-controlled source; nothing is machine-translated at the moment a page is requested.

Independence and funding

InsightArise is not affiliated with, endorsed by, or acting on behalf of any government agency, regulator, manufacturer, dealer or insurer. It does not sell reports, subscriptions, leads or introductions, and it takes no payment from any organisation named on its pages.

Our sites may carry third-party advertising through Google AdSense to support the work; each site's privacy page describes the cookies involved and how to opt out of personalised ads. Advertising will not influence any figure, ranking or judgement — those are computed from public records by code that runs before any page, or any ad slot, exists — and ads will be visually separated from content.

Limits we state up front

• Public complaint and incident records are self-reported. They record that someone told an agency something; they are not verified findings, and they are not proof that a product is defective.
• Counts are shaped by how many people know the reporting system exists, not only by how often problems occur. Comparisons are normalized where a fair denominator is available, and each site's method notes say which denominator was used.
• Each site covers a specific jurisdiction's records. Coverage limits are stated on the site, not buried in a disclaimer.

Corrections

If something is wrong, write to us with the page and what you believe the correct value is. We check it against the source record and correct mistakes in our processing. If the source itself is wrong, we say so and leave the source value visible rather than silently substituting our own.

Technical