Migration Risk
Analysis

Interpret migration trends in real-time and quickly implement strategies to limit social and economic side effects while guaranteeing citizens’ rights and health.

Citibeats gives you the tools to predict the present.

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Understanding Migrants’ Needs

The migration patterns are rapidly changing, reflecting the constant, fast-paced transformation the world is undergoing at a social, environmental, geopolitical, and ultimately, technological level.

How can we understand migrants’ needs and crises earlier before they snowball?

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WHY CAN CITIBEATS HELP YOU MAKE A DIFFERENCE?

Analysis of large amounts of unstructured text (100x more data than a traditional survey) from data sources curated around migration discussion(social media, forums, blogs, and comments in the news, and an on-demand community of 10,000 migrants).

Universal, and language agnostic, interpreting texts in any language, dialect, and slang.

The fastest social data platform to collect social needs, opinions, and trends in real-time transforming them into actionable insights, months earlier than traditional surveys and media, with compounding effects on improving lives.

Citibeats helps you make the right choice, at the right time.

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Our AI platform offers insights reflecting the evolving needs of migrant populations and helps shape narratives of integration for all the society.

Citibeats’ Social Data Platform Solution

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MIGRANTS' NEEDS ANALYSIS

It is essential for governments, and private organizations to understand migrants’ needs to properly act and create the conditions for a frictionless integration, guarantee health assistance, housing, and work within a legal framework, and promoting the blending with local communities.

Through the Migrant Needs Analysis, you can determine migrants’ needs when they reach their destination countries.

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XENOPHOBIA RISK ANALYSIS

Xenophobic narratives represent a serious menace to social stability and migrants’ integration.

Our platform allows you to detect in advance hate speech supporting any xenophobic narratives around migration and topics directly involving migrants and residents. In this way, you can shape against them with communications and education.

The Migrants' Protection Analysis

Citibeats’ platform collects information from public data sources around migration and the on-demand community of migrants to determine warning signs and trends earlier than any other traditional method. The language-agnostic feature of the platform allows for comprehensive analysis also of texts expressed in minority languages and slang often used by migrants.

The Migrant Protection Analysis helps you assess the full respect of migrants’ health, human and civic rights.

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Citibeats’ AI technology features

Easily
adaptable

Citibeats' easy interface allows you to steer your migration project without the need for coding or data science. We create custom categories on migration topics in minutes and train your model with a few words so it canlearn automatically.

Language Agnostic

We are the only leading platform that analyzes any language, local dialect, slang, and new, local, or domain-specific vocabulary. This means we can easily extend projects across geographies and communities.

All-Inclusive

Citibeats’ technology guarantees to integrate huge quantities of user-generated data, increasing the coverage of surveys at a fraction of the cost, and getting early warnings on critical issues.

Fast

Our AI is capable of structuring multilingual data in minutes without previous training, allowing the detection of social trends faster than the media, and traditional survey methods.

Smart

Our models are trained for serious social understanding, rather than brand monitoring. This means higher precision, coverage, and more meaningful analytics for a full comprehension of migration and its dynamics and for understanding what matters to people.

Ethical

We specialize in data representativity to measure underrepresented demographics, bias reduction, and noise reduction. Citibeats respects the privacy and interprets collective, not individual data for ethical purposes only with a positive social impact.

Citibeats:
Solutions tailored for your needs

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The Inter-American Development Bank experience:

The Observatories for Xenophobia and Urban Needs

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Learn how we can help you
better understand migration
trends and needs.

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