Børns vilkår
Børns Vilkår
AI empowers Børns Vilkår to enhance child support
Børns Vilkår employs AI to share their knowledge, enabling professionals to improve their interactions with children.
In Brief
Challenge

Børns Vilkår possessed extensive expertise in interacting with children, particularly in sensitive conversations, but this knowledge was confined to their advisor program. There was an unrealised opportunity to share this valuable insight with professionals who worked with children.

Solution

A GenAI-based solution to aid child-facing professionals in learning pedagogical principles for interacting with children.

Artificial Intelligence Approach

Leveraging the latest technology to develop fine-tuned models informed by Børns Vilkår's expertise.

Outcomes

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A finetuned GenAI model that can support child-facing professionals in how to interact with kids

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POC-application and user-interface to support and fuel the process of seeking funding, which would eventually lead to a productionalization of the tool

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Roadmap to produce and launch software for the broader audience of child-facing professionals

Client
→ Børns Vilkår
Nikolaj
IT Project Manager → Børns Vilkår
Halfspace's support boosted our fundraising, enabling us to train professionals and provide more Danish children with a secure upbringing and a trusted adult confidant.
Halfspace's support boosted our fundraising, enabling us to train professionals and provide more Danish children with a secure upbringing and a trusted adult confidant.
The deep dive →
Ensuring safe childhoods and trusted support from adults

Børns Vilkår is a Danish NGO dedicated to advocating for children's rights and well-being in Denmark. Founded in 1977, their primary mission is to ensure that every child in Denmark experiences a safe and secure upbringing, with at least one person who listens to them. Their work focuses on supporting this mission.

Their most significant initiative is "Børnetelefon," a 24/7 live support channel where children can talk or chat with an advisor about any topic on their mind, ranging from everyday frustrations to very sensitive issues. They engage in over 60,000 conversations with children each year. This extensive interaction gives them a unique perspective on how to best communicate with children and create a safe environment that provides the best possible support, regardless of the issues children are facing.

In conclusion, Børns Vilkår's expertise, especially through their Børnetelefon initiative, is a valuable but underutilised resource for child-facing professionals. By using GenAI technology to develop models based on their knowledge, we can significantly enhance the support provided to these professionals.

The expected outcomes include a fine-tuned GenAI model, a proof-of-concept application for funding, and a roadmap for wider software deployment. It's essential to address ethical considerations and limitations when working with sensitive topics involving children.

This collaboration aims to create a powerful tool that improves child support systems, ensuring children's safety and well-being by equipping professionals with the best resources and insights.

Børns vilkår_hero
Developing efficient and impactful AI solutions
Good to keep in mind →
Ethics in AI for sensitive topics

Working with sensitive topics regarding kids requires a deep understanding of the ethics and potential risks, and how to mitigate these. We collaborated with Børns Vilkår to define the real purpose of the solution, and a clear understanding of it's limitations and what it is not supposed to do.

Defining purpose and limitations

Partnering closely with stakeholders is essential to clearly define the objectives, scope, and boundaries of the AI solution, ensuring alignment with their expertise in child interaction and support while acknowledging the limitations of the technology.

GenAI fine-tuning for expertise

Finetuning GenAI models is a key tool for creating an LLM that mimics a certain behaviour.

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