JournalHow a property knowledge graph makes an AI agent answerable
For legal, visa and relocation firms

Be the firm expats, and the assistants they ask, can trust.

Clear answers at any hour from your own guides, a careful first conversation, and client documents that stay private.

What we hear first
  • “Clients ask an AI before they call you.”
  • “Senior staff answer the same questions.”
  • “The first conversation needs care.”
  • “Client documents must stay private.”

What we measure with you

  • Questions answered without senior time
  • Qualified consultations booked
  • Answers that cite a current, dated source

Measured from day one, against the starting point the diagnosis records. No result is promised before it is measured.

How it runs

A typical workflow.

Shaped by the diagnosis. Each step is a system you own, with a person approving what leaves the building.

  1. 01Publish

    Your guides turned into pages that search engines and assistants can read and cite.

  2. 02Answer

    An advisor answers from your guides only, with the source and its date.

  3. 03Escalate

    Anything specific to a case goes to a person, with the context already written.

  4. 04Protect

    Client files processed on your own server by open-source models.

Proof, on our own platform

Reflexion's advisor answers visa and ownership questions from dated official sources, in production.

See the work →
Your data

Client documents stay on your server. If a cloud model is used, it never receives them.

How we handle data →
Questions

Legal, visa & relocation, answered.

Will it give legal advice?

No. It answers from your published guides and hands any case-specific question to your team.

What happens when a rule changes?

Each answer carries the date of its source. When a rule changes, the guide is updated and re-checked before the advisor uses it.

Tell us what keeps leaking. We'll tell you what we'd build.