The shift

Big decisions deserve real sources.

An AI answer can sound right and still be out of date. Checking it by hand takes an hour you don’t have.

A chatbot will still answer without opening a page. Every answer here is backed by pages you can open.

The outcome

What you get

Where it earns its keep

Use cases

  • A claim checked against this month

    The question is whether a public statement is still true. The reply shows the pages, including one that contradicts it if that page exists.

  • A short answer before a meeting

    The question is specific. The reply is short, with the links under it, so the room can open the page that matters.

  • Two public sources, side by side

    The question asks for the disagreement, not a blend. The reply keeps the two pages apart and says where they differ.

Source stack with titles and the line each one contributes.

The operating model

How it works

From first conversation to a system that runs itself.

  1. Plan

    We map how the work gets done today, including the calls only a person should make, and agree on it before anything is built.

  2. Build

    Built on Cloudflare and connected to the tools you already use, so nothing has to move.

  3. Review

    Tested on your real work from last week before any customer sees it.

  4. Launch and run

    We launch with close monitoring, keep it running, and you can change the rules at any time. It’s yours to keep.

The decision

How it compares

A chatbot, a researcher on staff, and a sourced answer are different levels of trust.

Off the shelfHire in-houseAbracadabra
What can be checkedOften nothing. The paragraph is the product.Their notes, if they keep them.The page under the claim.
When the source is missingA fluent answer may still arrive.They say they could not find it, or they fill the gap.The reply says it could not find a page.
What it will not readIt depends on the product, and is easy to forget.Whatever they can log into.Public pages only. Private files belong in document search.
When you don’t need usIf the answer is already in your files, use them. For a casual question, a normal chat is fine.A researcher is the right hire when the question needs interviews, judgment, or access that cannot be put on the public web.The fit is a public fact, a real decision, and an unsourced paragraph that would be dangerous to trust.

Named work

Proof

The pirx.ca blogs

The blogs on pirx.ca are the public record of this kind of work: pages written to answer a question, with the search history kept on that portfolio note. This page does not repeat the figures. Open the note for the dated Search Console pull.

Read the pirx.ca note

Research answer with the sources named under it.

Running in production today.

Pricing

Priced to the project. Tell us what you need and we’ll quote it.

Start a project

Questions, answered

FAQ

faq-title

How is this different from asking a chatbot?

The answer has to point at pages. If it cannot find a page, it says so.

Can it read pages behind a login?

No. It reads public pages. Private files belong in answers from your documents, not here.

Will it cite a page it did not open?

No. Every claim meant to be trusted carries a link you can open. A remembered citation is not good enough.

Is the answer advice?

It gives you the facts and sources. The decision is yours.

How current is it?

As current as the pages opened for that run. A saved answer is frozen on that day. Ask again if the week matters.

Can this replace someone who knows the field?

No. It shortens the reading. A person who knows the field still decides what the pages mean.

Start a project

Bring a question you need answered before your next decision, and we’ll show you a sourced answer.

Start a projectAI Readiness Check