Probily Public beta
The platform

See the people and organisations in the story — and how they appear together.

Paste one news-article URL. Identify the people and organisations named in it, laid out and connected — with material values traced to the public record they came from.

Free base report Search connected sources Source records link to their origins
the process · article → dossier
how it works
  1. 01 Article
    Paste one public news-article URL.
  2. 02 Report
    A structured, sourced report is generated.
  3. 03 Cards
    People and organisations become inspectable Cards.
  4. 04 Search connected sources
    Look up a name across connected open sources.
  5. 05 Candidate records
    Review candidate records — identity is not assumed.
  6. 06 Project review
    Keep what holds up in a private Project.
  7. 07 Dossier
    Publish a standing Dossier where eligible.
01
The report

A structured report, not a wall of results.

The people, organisations, outlets and authors named in the article — resolved, cross-referenced, and laid out. Material values carry links to the primary sources they came from, and cited pages are captured so you can go back to the version the report cited.

a real report · a real render
real
An excerpt of the live Probily example Report — hero, executive summary and the outlet card, exactly as the product renders them
a static render of the live example Report · open the interactive report →
02
The graph

Entities connect by shared records — see it in one graph.

Two names are linked when the same public record touches both. The connection isn’t inferred by a model; it’s a record you can open — a filing, a deal, a corporate tie — sitting on the edge between them.

entity graph · a real report
real
A static render of the live example Report's entity graph — a crime mention connected to the organisation it names
a static render of the live example graph · open the interactive report →
Edges show how entities appear together in the report’s sources — not asserted relationships.
Organisation Person An edge carries the underlying mention or record, where one exists.
03
The open databases

A sweep across the open sources that matter.

Each resolved entity is swept across open registries in a single run. Each hit links to its originating record — a hit means a query returned a record in that database at that time, nothing more.

app.probily.tech/databases
live sweep
Live live adapters · each hit links to its originating record
Identity
Wikidata
Wikipedia
Sanctions & watchlists
FreeSanctions
MDBSanctions
Anti-corruption
NACP register
Courts & litigation
CourtListener
ECtHR · HUDOC
ICC
Find Case Law
Leaks & offshore
ICIJ Offshore Leaks · limited coverage
Academic
OpenAlex
Shown: the live adapters queried at run time. Web-archive capture (Wayback) and media-source reliability run alongside every report. The canonical catalogue lives at Databases.
04
The workspace

A workspace for the whole Project — not a one-off lookup.

A Report is what one article produces — structured, sourced, shareable, included in the Free plan. A Project is the private workspace on the paid plans where reports compound: combine many reports, add your own materials, and draw the connections a single article never shows on its own.

Projects
Your project
+ new project
Your projectreports · entity cards · your materials
Report · a news article
Entities & records, sourced
entity Cardssource records
Report · another article
The same entity, seen again
entity CardsCandidate records
1 · Cards

Every entity is a Card

Each person or organisation from a Report becomes a Card in your Project — extend it with your own fields, notes and typed relationships.

2 · Search connected sources

Search from any Card

Run a connected-source search from the Card you are working on — an explicit action, inside your Project, never on its own.

3 · Candidate records

Results stay Candidate records

A source result is not automatically a fact. Hits arrive as Candidate records, held separately from what the Report established.

4 · Review

You attach, reject or link

Nothing joins a Card without your review: attach a record to the exact section it belongs to, reject what does not hold up, or link Cards with typed relationships. Every attached record keeps its source link — so the work stays checkable end to end.

Global entity dossiers, your own uploads, and cross-report connections live in the workspace — on the paid plans.

05
Plans

Free to run. Paid to build your Project.

Start free with a sourced report. Upgrade when you need the workspace, global dossiers, and volume.

Free
$0
Full, shareable reports every day — with source links throughout.
Start free →
Solo
$20/mo
A private workspace, saved reports, and more runs for one researcher.
See Solo →
Pro
$60/mo
Global entity dossiers, cross-report connections, and higher limits.
See Pro →

Compare every plan →

Start with one article. Free.

Paste a URL and read what’s on the public record — values traced to their sources, cited pages captured.