Government Services
Sanad
An AI assistant answering HR staff from official regulations
- RAG
- Vector DB
- Arabic LLM
- Next.js
- Status
- Prototype
- Year
- 2,026
- votes
- 174
The problem it solves
Regulations are long and interwoven, and answering a single question can require searching several linked documents and clauses.
The solution
A retrieval-augmented system answers in Arabic citing the clause and page number, and explicitly declines when it finds no source — a feature, not a flaw.
Impact
A prototype under internal evaluation, with citation accuracy above 90% on a hand-built test set.
The team
Noura Albishi
NLP Engineer
A former teacher building tools that lighten teachers' load without taking the assessment decision away from them.
- Transformers
- Arabic NLP
- PostgreSQL
- Next.js
Graduation year 2,025LinkedIn
Related content
Launched product
An intelligent dashboard that analyses and prioritises citizen reports
- Arabic NLP
- Power BI
- Azure
Year 2,025241 votes
They were exactly where you are… look where they are now.
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