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Combating Human Trafficking Data & Technology Impact Award

Closed

U.S. Department of Transportation (Counter-Trafficking Initiative)

Annual prize; 2026 cycle closed Jun 22; reopens ~spring 2027

Amount
$100,000
Deadline
—
Stage
Availability
Link
Open opportunity ↗

Description

A competition recognizing the most impactful counter-trafficking initiative or technology. Entries are judged on technical merit, originality, impact, practicality, measurability, and applicability. First place up to $100,000, second up to $50,000, third up to $25,000.

anti-human-traffickingtechnology for gooddatapublic safety

Timeline & constraints

Expected to hear back
Recurring award competition; winners announced after judging. Check the USDOT Counter-Trafficking Initiative page for the current cycle's dates.
Grant period
One-time cash prize (non-dilutive).

Key dates

  1. Annual award cycle — check current dates
    TBD

Constraints & requirements

  • A prize competition, not a project grant — rewards an existing/demonstrable tool
  • Requires a measurable, applicable technology solution
  • Judged on technical merit, impact, and practicality

Who's funding this

The coalition behind the opportunity. Tick the backers that are the best fit for ETC to prioritize.

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AI valuation

Scored against the ETC mission profile.

Fit score
68/100
Recommendation
consider
Win probability
30%
Expected value
$30,000
$100,000 × win prob.

Strong thematic fit with ETC's forced-labor and supply-chain traceability work, and the light, prize-style entry format keeps effort low. The catch is that this rewards an existing, measurably impactful counter-trafficking technology rather than funding new research — so ETC should only pursue if it can frame a mature traceability or forced-labor tool with demonstrable impact and a transportation-sector angle. Verify the competition is open, then enter opportunistically if a qualifying project exists.

Criteria breakdown

Mission alignment82/100 · weight 30%

Counter-trafficking sits squarely within ETC's forced-labor and labor-rights focus, and its supply-chain traceability project is directly relevant to detecting and disrupting trafficking networks.

Funding fit58/100 · weight 20%

This is a recognition prize (up to $100k) for an existing impactful initiative, not a grant that funds new applied research or staff time; useful as unrestricted reward but does not underwrite a fresh build.

Competitiveness55/100 · weight 20%

NYU CGA + Microsoft Research backing lends credibility, but the competition rewards demonstrated, measurable real-world impact — ETC's traceability/forced-labor work is adjacent but may not yet be a deployed, transportation-sector counter-trafficking tool with hard impact metrics.

Effort / feasibility72/100 · weight 15%

A prize-style entry judged on merit and impact is lighter than a full proposal, though assembling convincing measurability/practicality evidence takes real effort.

Strategic value70/100 · weight 15%

A U.S. DOT federal recognition would build reputation, open government/agency relationships, and extend ETC's forced-labor and traceability portfolio into the transportation-sector trafficking space.

Red flags

  • Prize competition rewards an existing, demonstrably impactful initiative — ETC must have a deployed or advanced counter-trafficking tool to enter, not just a concept.
  • Award is recognition money, not a research/prototyping grant; may not cover the staff time ETC prefers to fund.
  • Judging criteria emphasize measurability and real-world impact, where a lab-stage prototype could underperform against fielded solutions.
  • No stated deadline — verify the competition is currently open before investing effort.

Scored Jul 1, 2026 · claude-opus-4-8

Proposal recommendation

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Recommendations & tips

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Funded projects to learn from

Real projects this funder backed — reference points to model and adapt an ETC proposal on.

  • Mobile apps to identify sex-trafficking victims; satellite imagery tracking fishing vessels carrying forced-labor victims; web-scraping tools aggregating abuse imagery to help law enforcement.

    For ETC: The tool archetypes this field rewards — model an ETC entry on a concrete, measurable detection/accountability tool.

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