Try it yourself

Three live demos over three kinds of material: pretagov.com, a published report, and one fishery's catch data.

Three assistants, each over a different body of material — because what the corpus looks like changes what the assistant is good at. Ask one something it has nothing to say about, too: it only ever looks inside the material it was given, and says so when the answer is not there.

What to expect

Every answer cites its source, so you can check the claim against the document. No sign-up. The machine sleeps when nobody is using it, so the first question of the day takes a few seconds longer.

What you are trying is public AI answers: built onto a public site, over material that site already publishes, tuned to the questions its visitors actually arrive with. The same retrieval aimed at staff — internal documents, dashboards and records that never leave your infrastructure — is Onyx enterprise search. Same grounding underneath; different audience, different corpus, different tuning.

Three to try

pretagov.com

Indexed over pretagov.com — services, case studies and the blog. Ordinary web content, nothing prepared for it beforehand.

Try asking:

  • What is Inka?
  • What does PretaGov do for government clients?
  • Which projects involved a design system?
  • How does PretaGov approach accessibility?

The World Happiness Report

Editions of the World Happiness Report, including their data tables — where the answer is usually in a table rather than a sentence. That is TableRAG: ordinary retrieval finds the page a table sits on and guesses.

Try asking:

  • Which country ranked highest in the latest report?
  • What was Australia's score, and where did it rank?
  • How has the United Kingdom moved between editions?
  • Which countries score highest on social support?

One certified fishery

One MSC-certified fishery — Alaska flatfish — and its catch-data tables. A handful of documents with the numbers spread across them.

Try asking:

  • What was the reported catch by species?
  • Which species had the largest reported catch?
  • What is this fishery certified for?
  • What gear types are used?

Want to see this over your own content? We run fixed-cost pilots on the material you already publish — usually three weeks from engagement to something you can click.