Published document record

AI-based capabilities for the European Border and Coast Guard

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    AI-based capabilities for the European Border and Coast Guard. Final report, Warsaw 17 March 2021.

    Source: European Border and Coast Guard Agency. Retrieved 2026-09-10.

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    SHA-256: 17db38265430e2b1550d1b81251548d509d6773bdc0db5ebb84990b685587a56

Official metadata

Official title
Artificial Intelligence-based capabilities for the European Border and Coast Guard - Final Report
Document type
Report
Document date
2021-03-17
Document date kind
Document issue
Document-date evidence
European Border and Coast Guard Agency · Cover, vertically typeset Warsaw, 17/03/2021 — The date printed on the final report is its issue date.
Publication date
2021-03-31
Publication-date evidence
European Border and Coast Guard Agency · Date below final-report title: 2021-03-31 — Official catalogue publication, independent of the earlier issue date.
Version label
Final report, Warsaw 17 March 2021
Legal status
Non binding
Language
en

Research classifications

These are researcher classifications used to organise and analyse the corpus; they are not official EU metadata.

Record level
Principal
Version status
Final
Temporal collection
Contemporary EU AI policy
Relevance class
Direct AI relevance
Policy stage
Agenda setting
Corpus tier
Directly related
Sectors
  • Migration asylum and border management
Policy membership
  • EU AI policy pathway

Classification evidence

  • Relevance class: Direct AI relevance · European Border and Coast Guard Agency · Preface and sections 1.1–1.3, PDF pages 3 and 14–17 — AI capabilities are the central subject.
  • Sector tags: Migration asylum and border management · European Border and Coast Guard Agency · Sections 1.1–1.3, PDF pages 14–17 — Examines border surveillance, traveller processing and migration-management applications.
  • Provenance tags: EU commissioned external · European Border and Coast Guard Agency · Preface, PDF page 3; acknowledgements, PDF page 11 — Frontex commissioned RAND Europe; five external report authors are named.
  • Provenance tags: Officially published · European Border and Coast Guard Agency · Catalogue publication date and linked final report — Official agency publication provides the English report.

Production provenance

Provenance tags
  • EU commissioned external
  • Officially published
Named bibliographic authors
Institutions and roles

Official sources and identifiers

Research assessment

Inclusion rationale
Substantive assessment of AI capabilities, adoption pathways and barriers for European border management.
Researcher notes
Externally authored RAND Europe report commissioned by Frontex. Five named authors are retained separately from the agency. The 17 March issue date differs from official publication on 31 March 2021. Current PDF metadata has a 2025 modification timestamp, but the public cover and imprint identify the same 2021 final report; no new version is inferred from file metadata. Embedded annexes remain part of this principal report.
Review status
verified

Relationships

No additional published relationships touch this record.

Verification

Expanded evidence review
Verified
Reviewed by
Yichen Hao
Evidence review date
2026-09-06T00:51:04.811+01:00

The evidence review date is not a separate human sign-off date. Review credit and evidence-review actions

  • Last verified: 2026-09-06T00:51:04.811+01:00 · Official catalogue retrieved successfully (HTTP 200): exact final-report title, publication date 2021-03-31 and English PDF download verified.
  • Last verified: 2026-09-06T00:51:04.811+01:00 · Full 167-page official English PDF successfully retrieved by public unauthenticated Node fetch (HTTP 200) and parsed in memory with pypdf. Cover: Warsaw, 17/03/2021. Legal notice/preface: commissioned to RAND Europe; page 11 lists five report authors. Sections 1.1–1.3 and report identity reviewed. PDF modification metadata of January 2025 does not itself establish a revised report; cover/title/imprint identify the 2021 final report. Bytes hashed but not archived.

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