Making sure the next generation grows up in a physically and mentally healthy way. This is the mission of our client and they have been working on it for 8 years. Conducting surveys designed by academic researchers, they get a unique perspective on children going through primary school. Uncovering detailed insight about their motor skills and lifestyle habits and being able to compare this to their peers. These complicated metrics give schools and municipalities the tools they need to create effective programs that make sure no kid gets left behind. Explaining the reports that come from this investigation proves to be difficult. Often touching on many data points, variables and talking about statistical significance between groups. Potentially confusing and not leading into actions that need to be taken. Therefore, our client asked for our help in improving the usability of these important reports.
Agentic Analytics

The solution
We proposed the idea of specialised Agents. Software developed by Chapter Data, using powerful frameworks from LangChain and others. To determine and explain actionable insights from all of the gathered data. We connected these agents to a new, standardised reporting set-up that automatically gathers and cleans data to present it in a professional and understandeable way, without needing a PhD in statistics.
The outcome
Using Agents, our client now has a powerful way to present their unique findings to the governing bodies that make sure our children get what they need in terms of healthy, physical development. With the creation of a standardised reporting framework that is personalised by our agents, they can now scale efficiently and hopefully make impact on country level.
Projects that we are proud of
A selection of cases we are most proud of.
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