AI tools for geopolitical analysis and negotiation support. Built inside mediation practice, and applied across conflict contexts.
Reading the environment
Semantic analysis of news and social media across platforms, to understand how narratives evolve in public discourse.
Listening to people
Consulting large and remote stakeholder groups through the messaging channels they already use: sharing information and hearing their views in their own words and language.
Supporting the process itself
Designing and facilitating dialogue processes in conflict contexts. Combining in-person facilitation with digital tools that enhance participation and collective sensemaking in real time.
Projecting forward
Exploring plausible futures with the people involved, through horizon scanning, scenario development and stress testing, to look past the current deadlock.
Stakeholder Engagement
Winner of the RTMKM Innovation Prize of the German Economy 2026.A WhatsApp chatbot runs the consultation in the participant's own language, by voice or text. Hundreds of conversations, analysed for the topics that matter and areas of agreement and disagreement among participants.
Open the tool →Information Ecosystem Analysis
Much of public discourse has moved into large messenger groups - hundreds of people in a single thread, hard to follow from outside. The agent sits inside the thread and reports how opinion blocs form, what gets argued, and by whom.
Open the tool →Information Ecosystem Analysis
Monitoring agents read a country's press across its political spectrum - mapping narratives, naming the stakeholders behind them, and flagging what has shifted since yesterday. Every claim comes back traceable to its source. A day of reading, done in minutes.
Open the tool →All seven tools across the four fields, including the four still in design.
The six capabilities the tools are built from: semantic search, sensemaking, context engineering, stakeholder engagement, composition, and translation.
Lead partner
I developed these tools and methods while working as an Advisor at CMI – Martti Ahtisaari Peace Foundation, and have applied them in various conflict contexts, including Yemen, Libya and the South Caucasus.
Also worked with
UN DPPA -
UN DPO -
UNDP -
UN Women -
EEAS -
Toda Peace