The Advocacy Intelligence Lab is a research facility and semantic infrastructure hub. We develop tools, glossaries, and publishing protocols
that support truth-telling in machine-mediated environments. Our services are rooted in lived knowledge, narrative sovereignty, and
survivor-informed design.
The Lab functions as a research facility, producing interdisciplinary frameworks that combine social science, AI ethics, semantic design, and lived experience. We help organisations map institutional risk and ethical failure through a survivor-informed lens.
Read MoreWe translate the invisible logics of algorithmic systems into clear, accessible explainers. Our visual essays, tiles, and toolkits reveal how power flows beneath platforms—and equip communities to advocate with intelligence and care.
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We help you structure advocacy messages so they are not misread, flattened, or silenced by AI systems. From machine-readable timelines to semantic scaffolds for whistleblowers, our publishing protocols embed political memory into infrastructure itself.
Read MoreWe simulate how your advocacy will be interpreted by language models. Our testing helps identify distortion risks, narrative erasure, and where systems may misclassify your intent or experience.
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