Social media intelligence, harm detection, experiments.
We build the systems that answer hard questions.
Detection pipelines for content, behaviors, trends. Real-time alerts. You define what matters. We build the system that watches for it.
Models trained on your data, validated by your people. Off-the-shelf tools miss context because they don't know your problem.
The model is the easy part. We build the infrastructure around it: data pipelines, workflow integration, state-of-the-art models online or locally on your infrastructure.
Off-the-shelf tools disappoint because they don't know your problem. We tailor.
We become part of your team, understanding your specific needs and constraints.
Point us to your data and tell us where you need results. We build everything in between.
Everything reproducible, automatable, ready for handover. Or we keep running it.
Our public research demonstrates our domain expertise. Most of our work is confidential.
LatestLund University Psychological Defence Research Institute · December 2025
Grey zone domains aggregate violent content from messaging apps and social media, reaching hundreds of thousands of views per post. We built an AI-assisted system to analyse this content while minimising analyst exposure. About 17% of posts related to ongoing conflicts.
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