ADU‑SPEC‑001 · REV. 2.4 01 / 06 · 15 MAY 2025

Intelligence
for a fairer
economy

The Autonomy Data Unit builds the data infrastructure and models to understand power, labour and the economy. Advanced methods. Public interest. Practical impact.

FIG. 1ADU // CAPABILITY OVERVIEW SCALE: NTS
01

Network
Analysis

[ power is relational ]

Map networks of ownership, influence and control. Reveal central actors and hidden connections.

02

Labour
Modelling

[ work is complex ]

Model labour markets and workplace dynamics. Forecast trends. Quantify risk. Inform strategy.

03

Document
Intelligence

[ unstructured to insight ]

Process millions of documents. Extract entities, events and themes at scale. Turn text into evidence.

04

Data
Tools

[ build. analyse. release. ]

DATA PIPELINES MODELS INTERFACES OUTPUTS

Open-source tools and reproducible pipelines. Built for transparency, built for impact.

FIG. 2ADU // SELECTED WORK SEE ALL WORK →
012025

Outsourcing the Public Realm

Mapping corporate control in local government services.

Networks · Procurement · Local Government

022024

AI Exposure at Work

Measuring occupational exposure to automation and algorithmic systems.

Labour Modelling · Automation · Skills

032024

The Invisible Lobby

Tracking influence networks in UK industrial strategy.

Lobbying · Networks · Corporate Influence

042024

Care Crisis Watch

Real-time tracking of care sector pressure and risk.

Labour Markets · Social Care · Real-time

052023

Green Jobs Map

Identifying quality jobs in the transition economy.

Green Economy · Job Quality · Regions

062023

Media Ownership Tracker

Ownership and control across UK news media.

MEAN

Media · Ownership · Transparency

FIG. 3ADU // ABOUT OUR METHODS →

ADU is the data science unit of the Autonomy Institute. We combine advanced quantitative methods with domain expertise to produce public interest intelligence.

Our work supports unions, charities, newsrooms and campaigners fighting for a fairer economy.

Team

Lukas Kikuchi — Director
Sonia Balagopalan · Luiz Garcia · Sean Greaves
Jeremy Kwok · Bhargav Srinivasa Desikan

Founded2022
Team06
LocationLondon, UK
AffiliationAutonomy Institute
EthosIndependent. Evidence-led. Public interest.
FIG. 4ADU // CONTACT SECURE CONTACT →
Autonomy
Data
Unit

[ intelligence for
a fairer economy ]

Enquiries
hello@autonomyadu.org
+44 (0)20 3950 1020
Autonomy Institute
The Foundry
17 Oval Way
London SE11 5RR
United Kingdom
Follow
@autonomyadu
autonomyadu.org