AI Applications
AI that answers from your own documents and links each answer to its source.
Families compare schools, staff look up policies and inspectors review results, each with different rights to the information. We build education platforms on official data.

An education organization holds public documents and confidential student records together. Families, students, teachers and inspectors all need answers from them.
A school group’s education director asks how its campuses compare. We bring inspection results, enrollment and fees for every campus into one dashboard and map, with each figure linked to its official source. The director and principals decide where to act.
The design starts from who may see what. Search and answers are tested on your Arabic and English documents in the pilot, because families read in both.
We agree on who will ask questions, from families to inspectors, and which data is public and which is personal.
Future users, whether families or staff, test the system on public or anonymized data.
We connect your live systems and move from pilot data to approved personal records.
AI that answers from your own documents and links each answer to its source.
One clean data model, so dashboards, search and AI show the same figures.
Portals and internal tools built around your process and your users.
Connect AI and new software to the systems you already run.
Yes, for a group’s campuses, a university’s programs or an authority’s registry. The same parts carry over: a data pipeline, a map, profiles, comparison and AI search with sources, built on your records.
Public documents first: inspection reports, policies, handbooks and published fees. Personal records come in only after hosting and access are agreed with your IT team.
We connect through its supported interfaces or exports and add search, answers or dashboards alongside it. Which interfaces to use is agreed in Discovery.
Tell us where the data lives and who should see it. We will suggest what to build first.