We turn a verified library into a system that answers only from its own sources — every claim carrying passage-level provenance.
Every answer traces back to a source. We don't train a model to memorize a corpus and hope. We engineer the pipeline around it — ingestion, grounding, attribution, and abstention — so every answer traces to a source, and the system stays silent when the source isn't there.
Engineered for Al-Azhar Al-Sharif and Dar Al-Iftaa Al-Misriyyah: a century of publications digitized, structured, and made retrievable with full attribution — at a scale that breaks naïve approaches.
Figures from the live platform. The same architecture runs on any corpus.
A traveler may shorten the four-unit prayers once the journey passes the recognized threshold,1 the position of the majority across the schools.2
Retrieval, score, source, and span are recorded for each response. Nothing reaches the reader that can't be walked back to a passage — and a threshold decides when to answer at all.