Probily Public beta
A professional source-intelligence workspace · public beta

Read between the lines
of any story.

Paste a news article and Probily lays out the people and organisations in it — their records and how they appear across the report and its sources — structured, sourced and connected. For journalists, researchers & analysts.

free to start · values stay connected to their sources  ·  View an example Report →
Real Report example OCCRP · 3535-4614 Source article ↗
Tap an entity for its card · tap an edge for its source context
Edges show how entities appear across the report and its sources — not asserted relationships.
Example from a real Report

This interactive graph comes from a Probily Report generated from a published OCCRP article. It shows the people, organisations and source context identified in that Report. Probily did not author the underlying claims or present this graph as a standalone conclusion. Open the full Report to inspect the original article, citations and relationship context.

Open the full Report
Built for
Journalists & newsrooms Researchers & OSINT Analysts Editors Authors
How it works
01

Paste a link

Any public news-article URL. No dataset to build, no setup — just the link.

02

People and organisations, cross-referenced

People and organisations named in the article are cross-referenced against connected open sources — sanctions lists, court archives, registries, leaks — in a single run.

03

A sourced report

A clear, structured report — names, records and connections traced back to where they came from.

What Probily is

A workspace built on sources.

It starts with one report that lays a story out. Underneath it sits the open record. And it doesn't end there — in your workspace, reports become entity cards, connected source records and dossiers you review and control.

01
Start with one report

Everything in the article, laid out and connected.

Entity map

See how entities appear together — at a glance

Entities named in the article become nodes. Connections are drawn from the text and from shared records — two names in the same court case or offshore structure link automatically. The graph in the hero above is live from a real report, not a mock-up.

  • Drag to explore, click any node to open its records
  • Shapes tell you what's what — person, organisation, money flow
  • Proof, above the fold — that map is real, sourced data
Person
Organisation
Money flow
Place
nodes = the entities · lines = how they relate
The open record

Sanctions, courts, registries, leaks — in one sweep

Names are cross-referenced across connected open databases in a single sweep — sanctions and watchlists, court archives, corporate registries and more. Source links remain inspectable where provided.

  • Identity-confirmed records shown apart from name-based candidates
  • Source-backed values retain their provenance
  • A source record is a Candidate record to review — never an automatic fact
SanctionsWatchlistsCourtListenerECtHRICCUK Find Case LawGLEIFSEC EDGAROpenAlexWikidataWikipediaWaybackGDELTNACP
02
Then build your Project

One report is just the start — not where you stop.

A single report is the way in. The real work happens in your workspace: open any entity card, run Search connected sources across the open record, and review what comes back — name-based results stay Candidate records until you confirm the identity. What you confirm becomes a private, source-backed fact on the card. Your Project work stays private.

  • Search connected sources from any entity card — on your explicit action, never while typing
  • Candidate records stay clearly separate until you confirm who is who
  • Review in your Project: confirm, reject or link the source evidence
  • Confirmed work becomes private source-backed facts — public Dossiers only where eligible
See what's included →
the workflow · article to dossier
how it flows
article→ structured Report
Report→ entity Cards
Card→ Search connected sources
results→ Candidate records
Project review→ confirm · reject · link
confirmed→ private source-backed facts
where eligible→ public Dossier
03
And the output is unique

Reports you can't get anywhere else — with sources you can check.

Probily produces structured, sourced reports you can stand behind. Material values stay connected to the sources they came from — and cited pages are captured at report time, so you can go back to the version the report cited.

report · identity-resolved entities
sourced
identity-resolved & sourced · cited pages captured to archive · open the example Report →
Traceability · the receipts

Nothing is «trust us»

Source-backed values keep their link to the original record — and cited pages are archived at report time, so you can go back and check exactly what the report saw.

dossier · identity-confirmed
sourced
How Probily treats a source

A source record is not a fact.

Probily is deliberately conservative about what it will state. These are the rules the product enforces, not promises:

R1

Record ≠ fact

A record from a connected source is a Candidate record to review. It never becomes a fact on a card by itself.

R2

Identity first

Name-based results stay Candidate records until the identity is confirmed — exact-ID and identity-confirmed records are treated differently, and say so.

R3

Provenance stays inspectable

Source-backed values retain their link to the original record, and cited pages are archived, so you can check what the report saw.

R4

You control review

Confirming, rejecting or linking source evidence happens in your Project — on your action, never automatically.

R5

Private stays private

Project work and source-backed facts are private to you. Only eligible entities appear as public Dossiers.

R6

No calls while typing

Connected-source search runs only when you press Search — nothing external is queried as you type.

Plans

Start free. Go deeper when you need to.

The Free plan runs full, shareable reports every day. Solo and Pro add global dossiers and private Projects — and your first subscription starts with a 7-day free trial: no charge today, cancel before the first billing date and you won't be charged.

See plans & pricing →

Read between the lines of your first story.

Paste a link, get a sourced report — then review the sources and build your own dossiers in your workspace. Free to start, and provenance stays inspectable throughout.

Run your first report View an example Report