UN

AI Hackathon 2026

Global Hackathon
Using AI for Digital Trade
Regulatory Analysis

April - October 2026
ESCAPECLACUNECAUNCTADThe World Bank
KMITL School of EngineeringCMKL UniversitySMUEUIAPRUMaynooth UniversityUFMGHUST

And World Trade Organization (WTO)

Contact us: escap-digitaltrade-hackathon@un.org and regtech2026@kmitl.ac.th

Watch Our Introduction

Learn more about the hackathon and how you can make a global impact.

About the Initiative

AI for Digital Trade Regulatory Analysis

A United Nations initiative to support intelligent, transparent, and evidence-based digital governance.

This initiative is powered by the United Nations and a world-wide partnership with leading universities and international organizations. Anchored by UNESCAP, and with KMITL serving as the operational hub, the initiative is supported by globally renowned institutions that contribute academic rigor, policy expertise, and technical excellence.

Why It Matters

Navigating digital trade and data regulations is complex. AI offers the opportunity to streamline legal discovery, enhance consistency, and make regulatory information truly accessible.

What Is It About

This global challenge invites teams to design AI‑powered tools that can discover, extract, and map digital trade regulations. The solutions that can become open-source (Apache 2.0), scale across countries, languages, and adapt to diverse environments win.

How It Works

Teams submit initial proposals. Shortlisted teams advance to further development rounds, culminating in a final onsite showcase where finalists demonstrate their tools to an international panel.

What Participants Can Expect

Participants gain hands‑on experience with cutting‑edge, practical techniques and guidance from global experts. By joining, teams enter a unique ecosystem where policymaking expertise meets technological innovation. Selected teams are awarded certificates and capacity-building opportunities.

THE CHALLENGE

REGULATORY & TECHNICAL SCOPE

1. REGULATORY SCOPE

Your system will work with real laws and regulations from different countries and map them to a given framework. Participants do not need prior knowledge of specific frameworks. The reference framework will be provided during the competition.

Mandatory Areas (Minimum requirements)

Your tool must be able to identify and analyze regulations related to:

  • Cross-border data flows (rules about how data moves between countries)
  • Domestic data protection (rules about how personal or sensitive data is handled within a country)

Optional Areas (Bonus Points)

Tools that can expand to more areas will demonstrate stronger capability and earn additional credit.

2. TECHNICAL SCOPE

Your tool must complete both required tasks:

Automated Evidence Discovery

Your system must be able to find and read real legal documents on its own:

  • Navigate official government websites or legal portals
  • Retrieve relevant laws and regulations, including scanned or image-based files
  • Detect potentially relevant documents using keywords or semantic cues
  • Extract text with good accuracy and preserve document structure

Intelligent Mapping & Verification

After retrieving documents, your system must pinpoint, classify, and verify the relevant evidence clearly and transparently:

  • Identify specific clauses related to the assigned regulatory categories
  • Provide precise citations (article, section, paragraph)
  • Display a side-by-side audit view showing the extracted text next to the original source
  • Handle documents from different countries and languages consistently

Hackathon Timeline

Your Roadmap to the Finale

Dates shown are tentative and may be updated.

PHASE 115 MAY 2026

Application Deadline

Selection process
PHASE 231 MAY 2026

Round 1 Selection Announcement

Round 1 Prototype development
PHASE 31 August 2026

Finalist Announcement

Round 2 Solution Production
PHASE 415 October 2026

Final Pitch and Award Ceremony, Bangkok

Key dates (tentative)

15 May: Application deadline

31 May: Announcement of shortlisted teams

5 and 10 June: Mentorship webinars

20 July: Round 1 submission deadline

31 July: Online pitching of shortlisted teams

1 August: Announcement of finalist teams

30 September: Round 2 submission deadline

15 October: Onsite pitching of finalist teams and Award Ceremony at UNESCAP

Focus of Competition

Focus of Competition

The competition focuses on developing an intelligent system that can automatically extract legal text and map regulatory evidence using the Regional Digital Trade Integration Index (RDTII) framework of the UN—at minimum focusing on Pillar 6 and Pillar 7. The RDTII provides a comparable structure for assessing digital trade regulations.

  • Pillar 6: Cross-Border Data Policies (data localization, processing requirements, conditional flow regimes)
  • Pillar 7: Domestic Data Protection & Privacy (legal frameworks, data retention, compliance obligations)

Incentives

What's at Stake

Beyond the Prize Money

An opportunity to make real impact. Your work may become part of the future of evidence-based digital governance. Your solutions may support governments, researchers, and development organizations across developing economies.

Shortlisted teams

PROFESSIONAL RECOGNITION

  • Certificate of Achievement from the United Nations
  • Endorsement of competencies demonstrated during the competition
  • Opportunities to be highlighted in UN platforms and partner events
  • Open long-term collaboration pathways with innovators, experts, academics, and international organizations

Shortlisted teams

CAPACITY BUILDING

An opportunity to interact with experts in AI, digital governance, and international trade policy.

  • Expert-led technical AI and digital policy workshops
  • Hands-on feedback at key milestones
  • A curated resource library for technical and substantive learning

Top 5 Teams

TRAVEL GRANTS

Funding for five finalist teams to present their final solutions in Bangkok.

  • Travel grant based on actual costs, up to 4000 USD per team

TOP-3 Teams

1,500 USD per team

1st Runner-Up

GRAND CHAMPION

2,000 USD per team

1,000 USD per team

2nd Runner-Up

Anyone Can Participate

Where Code Meets Law

Teams must have technical and policy/legal skill sets.

1 Technical Lead

AI, data extraction, or software development

1 Substantive Lead

Law, policy, or regulatory analysis

Team of up to 5 members (including leads)

Solo participant must have capability in both technical and substantive areas

How to Apply

Global Call for Applications

Application deadline in:

00Days
00Hours
00Mins
00Secs

STAGE 1: APPLICATION

1

1. Team Profiles

CVs or short bios of all team members, highlighting relevant skills and experience.

2

2. Concept Video
(5 minutes)

A simple, clear video explaining your strategy for Automated discovery of legal documents and Mapping and verification of regulatory evidence.

3

3. Technical Memo
(max 2 pages)

A brief outline of:

  • 1. Proposed system architecture
  • 2. Tools, models, and methods you plan to use
  • 3. How you will ensure accuracy, transparency, and cost-efficiency
4

4. Signed Declaration

Conforming originality and open source consent. Minor (under 18) must provide guardian consent and co-signature.

STAGE 2: PROTOTYPE ROUND

Shortlisted teams: Develop a working prototype using sample laws and submit the following

1

Prototype (Alpha)

A backend engine performing discovery, extraction, mapping, and categorization on sample legal documents.

2

Output Sample

Machine-readable files with indicator mapping, exact citations, verbatim snippets, and discovery tags.

3

Technical Pitch Deck

A presentation explaining your problem-solution fit, backend logic, and approach to both tasks.

4

Demo Walkthrough (10 minutes)

A screen-recorded run-through showing your engine processing a complex document with correct citations.

STAGE 3: FINALE

Finalists: Develop a scalable solution and submit the following

1

Full Open-Source Codebase

Documented, reproducible code under Apache 2.0, including README and environment setup.

2

Technical Documentation

Description of extraction/mapping logic, plus instructions for swapping to self-hosted/open-weight models where applicable.

3

User Interface

Side-by-side evidence viewer and one-click export.

4

Final Presentation

A live demo and interview.

FAQ

Frequently Asked Questions

DISCLAIMER

This Hackathon does not constitute an endorsement or promotion of any commercial products, services, applications, or ICT-based solutions developed or used by participants. Furthermore, nothing within this activity should be construed as a recommendation for governments to procure ICT products or services that do not comply with their respective national laws and regulations.

TERMS AND CONDITIONS

Privacy:Personal data is handled per the UN Privacy Notice. All data used and submitted must be legally obtained.
Rights Granted:
  • Participants grant the UN (including ESCAP) a perpetual, worldwide license to use, modify, reproduce, and distributed submissions for non-profit, developmental, and global-public-good purposes.
  • All codes, documents, and outputs must be released as open source under the Apache License 2.0.
Intellectual Property (IP):
  • Submissions must not infringe any third party's rights. Participants are fully responsible for ensuring proper licensing, attribution, and legality of all components used. The UN is not liable for any third-party IP claims related to participant submission.
  • Participant grants the UN to use their image, name, and voice to promote the hackathon, at no cost.
Liabilities:The UN is not responsible for technical issues, data loss, or unexpected disruptions.
Amendments:All terms and conditions may be updated as necessary. Updates will be communicated as appropriate.

Powered by

ESCAP

Supported by

KMITL

In partnership with

ECA (United Nations Economic Commission for Africa)

ECLAC (United Nations Economic Commission for Latin America and the Caribbean)

UNCTAD (UN Trade & Development)

WTO (World Trade Organization)

World Bank

CMKL University (Carnegie Mellon-KMITL University)

SMU (Singapore Management University)

HUST (Huazhong University of Science and Technology)

EUI (European University Institute)

APRU (Association of Pacific Rim Universities)

Maynooth University (National University of Ireland Maynooth)

UFMG (Federal University of Minas Gerais)

Global Hackathon on Using AI for Digital Trade Regulatory Analysis

Contact us: escap-digitaltrade-hackathon@un.org and regtech2026@kmitl.ac.th

© 2026 Global Hackathon on Using AI for Digital Trade Regulatory Analysis. All rights reserved.