Harnessing Data and Intelligence for Collective Advantage 2026
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According to the most recent International Labour
Organization (ILO) estimates, almost 28 million people
are subjected to forced labour worldwide, across
both formal and informal sectors.3 Despite decades
of progress in policy, advances in local action,
corporate due diligence and civil society advocacy, overall prevalence has not declined but has in
fact increased, pointing to a deeper, system-level
weakness in detecting, preventing and addressing
forced labour. It persists not because its causes are
unknown, but because the data, accountability and
coordinated action remain disjointed.4 1.1 Persistence amid progress: The enduring nature
of forced labourThe problem: The vicious
cycle of forced labour and
data fragmentation
Even as global efforts expand, forced labour
persists amid fragmented data, misaligned
incentives and disconnected systems
of accountability.
Understanding forced labour BOX 1
The ILO Forced Labour Convention, 1930 (No.
29) defines forced labour as “all work or service
which is exacted from any person under the
menace of any penalty and for which the person
has not offered himself or herself voluntarily”.5 It
is a severe form of labour exploitation that can
occur in any sector, country or supply chain, from
manufacturing and agriculture to construction,
domestic work and the informal economy.
Forced labour depends on two core elements:
(1) a credible threat or actual penalty (which may
include violence, withholding identity documents,
retaining wages, charging or indebting workers
through recruitment fees, threats of deportation
or dismissal, or debt bondage); and (2) work performed without the person’s free and informed
consent, including where they cannot leave the job
when they wish.6
The term “modern slavery” is broader.7 It includes
forced labour but also encompasses human
trafficking and practices resembling slavery, such
as forced marriage or the sale of children.
According to ILO estimates from 2022, nearly
28 million people are trapped in forced labour
worldwide, including about 17 million in private-
sector supply chains.8 This represents an increase
of around 2.7 million since 2016, underscoring the
need to address root causes, close data visibility
spots and to strengthen victim protection.9
Over the past two decades, companies,
governments, international organizations and
civil society groups have launched hundreds of
programmes to tackle forced labour. Social audits,
worker hotlines, traceability tools, social compliance
programmes and national enforcement of labour
laws have each acted as important mechanisms
in the fight against forced labour.10 Governments
have complemented these efforts through trade
measures, import bans, country ratings and
research, all of which strengthen regulatory and market accountability. In the private sector, due-
diligence systems, ethical recruitment initiatives and
responsible sourcing programmes have matured
rapidly among a growing number of companies;
however, too many companies still do not
meaningfully investigate forced labour prevalence
in their supply chains.
At the same time, modern slavery and supply chain
laws in the United Kingdom, Australia and Canada,
import restrictions in the US and European Union
Harnessing Data and Intelligence for Collective Advantage: Ending Forced Labour in Global Supply Chains
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