case study · ai fact-checking

Justificat

An AI fact-checking platform — it verifies text, URLs, images and video, with cited sources.

The problem

Disinformation spreads faster than the fact-checking that follows it. Justificat automates the pipeline: source search, content extraction, scoring and a verdict — in Romanian.

The architecture (in short)

A data pipeline (search → scraping → scoring → an LLM with quality auditing), a press aggregator with credibility analysis, forensics for images and video (deepfake/AI/manipulation), and a video factory for distribution.

Justificat.ro — the Verified News aggregator: press articles with their own verdict

Platforms

justificat.roweb app
Google PlayAndroid
Chrome Web Storeextension
Firefox Add-onsextension

Need a similar pipeline?

Data ingest, Romanian NLP, scoring and automated moderation — that's what we build.

Let's talk