Synthetic demo · every figure on this page is fictional · no real suppliers, sites or workers

Executive intelligence

The engine suggests where a person should look next. It never decides that forced labour exists, never names an allegation, and shows small groups as ranges so no reporter can be singled out. Every prompt needs a human decision.

Suppliers in scope

30

Sites with verified access

7 / 11

Review prompts

14

Prompts flagging missing data

9

Signals per week (aggregate, synthetic)

  • Days 1–71
  • Days 8–146
  • Days 15–2112
  • Days 22–242

More reports can mean better channel awareness, not worse conditions.

Review prompts (14)

  • Site correlation · confidence moderate · human review required

    Signals at 2 suppliers sharing İstanbul Subcontract Cluster

    The same indicator type (wages withheld or deducted) appears at more than one supplier on this site. Co-occurrence can reflect a shared labour provider, shared housing or simply a shared poster — it is not evidence of a common cause.

    Uncertainty, missing data and sources
    • Correlation is not causation
    • Signals are unverified worker reports
    • Missing: Last access check found 1/4 access points available
    • Demo Factory 17 profile (synthetic)
    • 3 recruitment fee or debt signal(s), Demo Factory 17 (synthetic, aggregate)
    • fewer than 3 wages withheld or deducted signal(s), Demo Factory 17 (synthetic, aggregate)
    • fewer than 3 identity documents withheld signal(s), Demo Factory 17 (synthetic, aggregate)
    • fewer than 3 threats reported signal(s), Demo Factory 17 (synthetic, aggregate)
    • Marmara Laundry Services (demo) profile (synthetic)
    • fewer than 3 wages withheld or deducted signal(s), Marmara Laundry Services (demo) (synthetic, aggregate)
  • Repeat signal · confidence moderate · human review required

    Repeated "recruitment fee or debt" signals — Demo Factory 17

    3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Missing: Last access check found 1/4 access points available
    • Demo Factory 17 profile (synthetic)
    • 3 recruitment fee or debt signal(s), Demo Factory 17 (synthetic, aggregate)
  • Repeat signal · confidence low · human review required

    Repeated "wages withheld or deducted" signals — Demo Factory 17

    <3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Small count — shown as a range to protect reporters
    • Missing: Last access check found 1/4 access points available
    • Demo Factory 17 profile (synthetic)
    • fewer than 3 wages withheld or deducted signal(s), Demo Factory 17 (synthetic, aggregate)
  • Repeat signal · confidence low · human review required

    Repeated "identity documents withheld" signals — Demo Factory 17

    <3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Small count — shown as a range to protect reporters
    • Missing: Last access check found 1/4 access points available
    • Demo Factory 17 profile (synthetic)
    • fewer than 3 identity documents withheld signal(s), Demo Factory 17 (synthetic, aggregate)
  • Trend · confidence low · human review required

    More signals recently — Demo Factory 17

    Last 15 days: 7; previous 15 days: <3. A rise can follow a new poster or campaign as easily as a worsening situation.

    Uncertainty, missing data and sources
    • Short window
    • Reporting volume depends on channel awareness
    • Missing: Last access check found 1/4 access points available
    • Demo Factory 17 profile (synthetic)
  • Repeat signal · confidence moderate · human review required

    Repeated "wages withheld or deducted" signals — Nordveld Textile Works (demo)

    3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Nordveld Textile Works (demo) profile (synthetic)
    • 3 wages withheld or deducted signal(s), Nordveld Textile Works (demo) (synthetic, aggregate)
  • Repeat signal · confidence moderate · human review required

    Repeated "excessive or forced hours" signals — Nordveld Textile Works (demo)

    3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Nordveld Textile Works (demo) profile (synthetic)
    • 3 excessive or forced hours signal(s), Nordveld Textile Works (demo) (synthetic, aggregate)
  • Repeat signal · confidence low · human review required

    Repeated "employer-controlled housing" signals — Nordveld Textile Works (demo)

    <3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Small count — shown as a range to protect reporters
    • Nordveld Textile Works (demo) profile (synthetic)
    • fewer than 3 employer-controlled housing signal(s), Nordveld Textile Works (demo) (synthetic, aggregate)
  • Repeat signal · confidence low · human review required

    Repeated "threats reported" signals — Nordveld Textile Works (demo)

    <3 signals of the same indicator type in the last 30 days. Repeats may come from different people or from one person reporting more than once; Libera cannot tell which.

    Uncertainty, missing data and sources
    • Possible duplicate reporting
    • Small count — shown as a range to protect reporters
    • Nordveld Textile Works (demo) profile (synthetic)
    • fewer than 3 threats reported signal(s), Nordveld Textile Works (demo) (synthetic, aggregate)
  • Trend · confidence low · human review required

    More signals recently — Nordveld Textile Works (demo)

    Last 15 days: 9; previous 15 days: <3. A rise can follow a new poster or campaign as easily as a worsening situation.

    Uncertainty, missing data and sources
    • Short window
    • Reporting volume depends on channel awareness
    • Nordveld Textile Works (demo) profile (synthetic)
  • Missing data · confidence low · human review required

    No signals, but access unconfirmed — Nemunas Warehousing (demo)

    Zero reports here cannot be read as low risk because worker access to the channel has not been confirmed.

    Uncertainty, missing data and sources
    • Absence of reports is not absence of risk
    • Missing: Worker access check overdue
    • Nemunas Warehousing (demo) profile (synthetic)
    • Vilnius Distribution Hub access record (synthetic)
  • Missing data · confidence low · human review required

    No signals, but access unconfirmed — Tiruppur Knit Collective (demo)

    Zero reports here cannot be read as low risk because worker access to the channel has not been confirmed.

    Uncertainty, missing data and sources
    • Absence of reports is not absence of risk
    • Missing: Worker access check overdue
    • Tiruppur Knit Collective (demo) profile (synthetic)
    • Tiruppur Knit Park access record (synthetic)
  • Missing data · confidence low · human review required

    No signals, but access unconfirmed — Chattogram Port Logistics (demo)

    Zero reports here cannot be read as low risk because worker access to the channel has not been confirmed.

    Uncertainty, missing data and sources
    • Absence of reports is not absence of risk
    • Missing: Worker access never verified at this site
    • Chattogram Port Logistics (demo) profile (synthetic)
    • Chattogram Port Warehouse access record (synthetic)
  • Missing data · confidence low · human review required

    No signals, but access unconfirmed — Karnaphuli Packing (demo)

    Zero reports here cannot be read as low risk because worker access to the channel has not been confirmed.

    Uncertainty, missing data and sources
    • Absence of reports is not absence of risk
    • Missing: Worker access never verified at this site
    • Karnaphuli Packing (demo) profile (synthetic)
    • Chattogram Port Warehouse access record (synthetic)

Pilot success summary (synthetic example)

Pilot metrics with numerator and denominator
MeasureCountRate
Sites with verified worker access

A check records availability on one day; it does not prove awareness.

7 / 1163.6%
Invites confirmed delivered

Delivery confirms a provider handed the message over — not that anyone read or understood it.

388 / 42092.4%
Invite page views per delivered invite

Page views count visits, not unique workers; one person can open the page many times.

213 / 38854.9%
Signals triaged by a human

Triage is a review step, not a finding.

29 / 3193.5%
Remediation actions completed on time

Completion is self-reported by the action owner.

5 / 955.6%
Actions independently verified

Only actions with a recorded verification note count.

2 / 922.2%
  • Delivery confirms a provider handed the message over — not that anyone read or understood it.
  • Page views count visits, not unique workers; one person can open the page many times.
  • Confidential reporting is not absolute anonymity; device and network metadata may exist outside Libera.
  • Signal volume reflects channel awareness and trust as much as conditions on site.
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