MASHINIi

We don't ask companies to describe themselves.

We read court filings, investigative reports, and NGO data instead. Every claim is cited. Every source is rated for reliability.

Our approach: adversarial data

Instead of asking companies to describe themselves, we look at what independent sources say about them. We prioritise adversarial data — information that companies cannot control, edit, or spin.

Court filings & regulatory actions

Lawsuits, SEC/FCA enforcement, DOJ investigations, fines, and settlements. Public record that companies cannot retract.

Highest reliability

Investigative journalism

Original reporting from investigative journalists and international press. Not press releases — what's actually happening on the ground.

High reliability

NGO and watchdog reports

Field-level evidence from human rights organisations, environmental watchdogs, and labour rights groups.

High reliability

Company disclosures

Annual reports and sustainability filings. Included but weighted lower. Useful context, unreliable as the sole basis for scoring.

Lower reliability

11 dimensions, not 1

A single score hides more than it reveals. A company can score well on climate and poorly on worker rights. We show both — across 11 independent dimensions, each with its own evidence base.

Explore all 11 values

The scoring process

1

Source collection

Court filings, regulatory actions, investigative journalism, NGO reports, and company disclosures. Tagged by type, date, and reliability.

2

Evidence extraction

Claims extracted per dimension with full citations — page numbers, paragraph references, and source URLs.

3

Reliability weighting

Court rulings outweigh press releases. Named sources outweigh anonymous posts. Every source is weighted.

4

KPI-based scoring

Specific KPIs per dimension. Detailed rubric mapping evidence to a -100 to +100 scale.

5

Continuous updates

New lawsuits, investigations, and regulatory actions update scores automatically. Every page shows the last update date.

See it in action

Search any company or upload your portfolio. Every score is fully cited and traceable.

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