# Explore the potential of DHIS2 & AI on our new webpage

**URL:** <https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462>\
**Category:** Announcements - Annonces\
**Tags:** ai, dhis2-webpage\
**Created:** [11 November 2025 09:34 UTC](https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462 "2025-11-11T09:34:47Z")\
**Posts on this page:** 5\
**Page:** 1

<div class="post-metadata">

**Author:** ![maxk](https://dhis2.b-cdn.net/user_avatar/community.dhis2.org/maxk/32/28570_2.png) [@maxk](https://community.dhis2.org/u/maxk)\
**Post date:** [11 November 2025 09:34 UTC](https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462/1 "2025-11-11T09:34:47Z")

</div>

Artificial Intelligence (AI) is an area where there is a huge amount of innovation happening right now. So far, exploration of how to effectively leverage AI with DHIS2 is still in its early stages, but there is clearly huge potential to benefit DHIS2 users, such as streamlining data quality, facilitating data exploration, and powering predictive modeling, as well as some risks and ethical considerations to take into account.

To respond to this growing interest – and showcase some of the innovations that have come out of the HISP network and DHIS2 community over the past few years – we’ve decided to add a page to our website to share ideas and resources for using AI with DHIS2: [DHIS2 & AI - DHIS2](https://dhis2.org/ai)

This page highlights several projects that have been shared on the CoP and presented at the DHIS2 Annual Conference over the past few years, including:

- [AI Insights for DHIS2](https://community.dhis2.org/t/ai-insights-for-dhis2-finalist-in-the-app-competition/66095) by IFRC
- [AI Data Entry](https://community.dhis2.org/t/try-out-digitizing-dhis2-data-with-voice-images-and-ai-using-this-demo-website/66771) by SolidLines
- [Alert Triage Tool](https://community.dhis2.org/t/dhis2-impact-story-ai-driven-alert-triage-with-dhis2-transforms-disease-surveillance-in-tanzania/64270) by UDSM DHIS2 Lab
- Plus native DHIS2 tools developed by HISP UiO: [Modeling App & Chap Modeling Platform](https://community.dhis2.org/t/new-version-of-the-modeling-app-and-chap-v3-0-0-v1-1-0/68415)

If you’re interested in using AI with DHIS2, we encourage you to [check out the new DHIS2 & AI webpage](https://dhis2.org/ai/) and share your questions and comments – and your own AI innovations – here on the CoP!

---

<div class="post-metadata">

**Author:** ![Twijukye\_Walter](https://dhis2.b-cdn.net/user_avatar/community.dhis2.org/twijukye_walter/32/47445_2.png) [@Twijukye\_Walter](https://community.dhis2.org/u/Twijukye_Walter)\
**Post date:** [11 November 2025 13:57 UTC](https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462/2 "2025-11-11T13:57:07Z")

</div>

Hello Max,

I have a dhis2 LLM App (Analytics Agent) im trying to build but im quite stuck and can’t seem to proceed.  
The idea is officers in higher echelon positions of health and other organizations using dhis2, should simply login with their dhis2 instance, username and password and proceed to use the app like it were any other LLM, querying for health or organization data or responses regarding data stored in said instance, using natural language.  
So the app is supposed to discern what type of query and produce the requisite response, the major queries being classified as “analytical“, where the response comes with a summary, key insights, the data itself, a variety of visuals changing as per change in parameter and finally foresights and recommendations.  
For instance in this example, user queries “Show me malaria cases by district for the last 6 months“

https://www.loom.com/embed/6333a299dd1d440f8412296a644edb8c

However, i am facing challenges with follow up questions, the agent doesn’t seem to get the context from the response properly, among others.

Kindly review this.

I’ll be happy to share the code files / repo, with anyone interested in taking a deeper dive.

---

<div class="post-metadata">

**Author:** ![kpvandivier](https://dhis2.b-cdn.net/user_avatar/community.dhis2.org/kpvandivier/32/36689_2.png) [@kpvandivier](https://community.dhis2.org/u/kpvandivier)\
**Post date:** [11 November 2025 15:52 UTC](https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462/3 "2025-11-11T15:52:55Z")

</div>

Hey @Twijukye_Walter, thanks for sharing!

You may be interested in the [AI Insights for DHIS2 app](https://community.dhis2.org/t/ai-insights-for-dhis2-finalist-in-the-app-competition/66095) that Max linked to in the post above – it seems to do a similar analysis job, and may be useful to you!

By the way, we’re hosting a developer meetup this Thursday, 13 November, around developers using AI models in their apps – it’d be great if you joined, and you could even briefly present your experiences 🙂 you can find more details on the meetup page: [November 2025 Developer Meetup: Integrating AI Tools Into Products -- call for presentations!](https://community.dhis2.org/t/november-2025-developer-meetup-integrating-ai-tools-into-products-call-for-presentations/68407)

Lastly, based on my (limited!) knowledge of using LLMs, to get the full conversation context with each message, you _may_ need to send the _whole conversation history_ along with each request so the model can process it all each time… maybe that’s what’s needed in your case

Good luck with the problem; hope to see you on Thursday! 🙂

---

<div class="post-metadata">

**Author:** ![Twijukye\_Walter](https://dhis2.b-cdn.net/user_avatar/community.dhis2.org/twijukye_walter/32/47445_2.png) [@Twijukye\_Walter](https://community.dhis2.org/u/Twijukye_Walter)\
**Post date:** [12 November 2025 12:35 UTC](https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462/4 "2025-11-12T12:35:26Z")

</div>

Thanks alot Kai, i certainly will be joinging the meetup.  
Let me checkout the Insights app in the meantime.

Oh by the way, any chance you could setup a youtube chanel and upload the meetups from the very first one, along with helper videos of AI integration.

---

<div class="post-metadata">

**Author:** ![kpvandivier](https://dhis2.b-cdn.net/user_avatar/community.dhis2.org/kpvandivier/32/36689_2.png) [@kpvandivier](https://community.dhis2.org/u/kpvandivier)\
**Post date:** [12 November 2025 13:59 UTC](https://community.dhis2.org/t/explore-the-potential-of-dhis2-ai-on-our-new-webpage/68462/5 "2025-11-12T13:59:42Z")

</div>

There is indeed a DHIS2 YouTube channel, and many developer meetups are posted there – here is the playlist: [DHIS2 Developer Meetups](https://www.youtube.com/playlist?list=PLo6Seh-066RwjOT8EyrSJHrBmDQd9264e) 🙂

And great, see you at the meetup! 🙌
