UNHCR prototypes a virtual legal assistant

UNHCR is developing an assistant to collect, summarize, and analyze laws affecting displaced and stateless people. Research-time savings remain a target.

AI system

System

RiMAP Virtual Legal Assistant

Model

Not assessed

Release

Not assessed

Application developer

UNHCR

Role

Not assessed

Configuration

Not assessed

Inputs and outputs

Not assessed

Autonomy

Not assessed

Workflow

The account does not separately establish the conditions responsible for the benefit.

Human oversight

Not assessed

Relation to AI

The account does not separately assess AI’s contribution to the benefit.

AI contribution

Not assessed

Benefits

Outcome identifiers

Not assessed

Benefit

UNHCR is developing an assistant to collect, summarize, and analyze laws affecting displaced and stateless people. Research-time savings remain a target.

Category

Reduced Task Time

Status

Intended benefit

Beneficiary groups

Organizations. People. Society.

Beneficiaries

Not assessed

Reach

Not assessed

Distribution and access

Not assessed

Duration

Not assessed

Expected?

Yes

Costs and harms

Not assessed

Measurement

Studies

Not assessed

Study design

Not assessed

Measurement

Not assessed

Setting and sample

Not assessed

Measures

Not assessed

Comparison

Not assessed

Results

Not assessed

Additional value from AI

Not assessed

Limitations

Not assessed

Denominators

Not assessed

Materials for replication

Not assessed

Money

Kind of value

Not assessed

Amount

Not assessed

Currency and prices

Not assessed

Period and unit

Not assessed

Realization

Not assessed

Recipients and payers

Not assessed

Gross or net

Not assessed

Included costs

Not assessed

Comparison

Not assessed

Method

Not assessed

Return and payback

Not assessed

People and places

Participants

Developer: UNHCR. Operator: UNHCR internal prototype.

Jurisdictions

Benefit: Intended coverage: legal frameworks across UN countries and territories.

Ownership and control

Not assessed

Dependencies

Not assessed

Cross-border connections

Not assessed

Geopolitical implications

Not assessed

Follow-up

Conditions for replication

Access to relevant legal documents and local language models. Human review of generated legal summaries.

Replication attempts

Not assessed

Later findings

Not assessed

Availability

Not assessed

Institutional decision

Not assessed

Grounds

Not assessed

Action and result

Not assessed

Success criterion

Not assessed

Evidence

Source numbers

AIBD-0465-source-0001

Citations

Numbered references below.

Language

Not assessed

Source relationships

Developer

Original evidence

Not assessed

Access and versions

Not assessed

Supported findings

Not assessed

Evidence strength

Not assessed

Missing evidence

Not assessed

Grades

Assessed benefits

Organizations. People. Society.

Depth

Not assessed

Reasons

Organizations: UNHCR editors and legal advisers are intended to save research time; no observed operational gain is supplied. People: Displaced and stateless people are intended to gain access to legal information; no individual rights or service outcome is documented. Society: More inclusive legal frameworks are an intended downstream benefit, not a recorded policy change.

Observed or intended

Intended benefit

Rubric

Not assessed

Assessor and date

Not assessed

Alternative assessments

Not assessed

Fill

The makers' claim

Entry details

Kind

Not assessed

Field

Productivity.

Purpose

Help legal advisers maintain and analyze information about displaced people's rights.

Dates

Source information as of: June 2025. Updated: 22 October 2026.

Stage

Not assessed

Version

SHA-256: 2e9f923283d0…

References

Other identifiers

ITU AI for Good: Innovate for Impact (2025). ITU-081.

Category mappings

Not assessed

Brief

Not assessed

Revisions

1 revisions. Latest: 22 October 2026.

Sources

  1. Report Developer

    International Telecommunication Union, AI for Good: Innovate for Impact (2025). Project-submitted account, current as of June 2025. ITU provides no independent outcome evaluation.