AI Expert
A private assistant that turns each team's documents into an expert that answers in Arabic or English with file and page citations. Built for organisations whose files must stay on their own servers.
- Document Q&A
- Citations
- Arabic & English
- On-premise
01
Overview
AI Expert lets each team build an expert from the files it already has: PDF, Word, PowerPoint, Excel, CSV and scanned pages read with OCR. People ask in Arabic or English and get answers that cite the file and page, with a grounding score and a strict mode that says the answer was not found instead of guessing.
- Category
- Enterprise knowledge
- Industries
- Banking & finance · Enterprise · Telecom
02 · Business value
What it changes for the business
AI Expert
Teams find and reuse what their documents already say, faster and with proof, without sending files outside the company.
- 01
Less time searching files
Staff ask a question instead of opening folder after folder, then open the cited page to confirm the answer.
- 02
Lower risk from wrong answers
Citations, grounding scores and strict mode make unsupported answers visible before anyone acts on them.
- 03
Faster document reviews
A review of many contracts or policies becomes one grid of cited answers, ready to share in Excel.
- 04
Data stays in-house
With the self-hosted model option, documents, vectors and logs stay on the organisation's own servers, which supports data residency and compliance rules.
03 · The Problem → The Outcome
Challenges → Solutions
- 01
Challenges: Answers sit in thousands of files spread across teams and folders
Solutions: Each team gets an expert over its own files, and a router suggests which expert knows the answer
- 02
Challenges: Staff cannot tell whether an AI answer is backed by a document or made up
Solutions: Every answer cites file and page, shows a grounding score and lists claims the documents do not support
- 03
Challenges: Reviewing many contracts or policies against the same questions takes days of reading
Solutions: A review grid answers the same questions across many files at once, with page numbers, and exports to Excel
- 04
Challenges: Reports have to be rewritten by hand from source documents
Solutions: An agentic writer drafts long reports section by section, with each paragraph cited and checked in code
- 05
Challenges: Sensitive files cannot be sent to a public AI service
Solutions: It runs inside the company on Oracle Database 23ai, with a self-hosted Qwen model as an alternative to OpenAI
04 · Use cases
Where it fits, by industry
Banking & finance
Compliant AI solutions for banks and financial institutions.
- 01
Internal knowledge assistant
Policy, procedure and product teams each run an expert over their documents, so staff get cited answers in Arabic or English instead of searching shared drives.
Enterprise
Scalable AI solutions for large organizations.
- 01
HR knowledge copilot
HR loads policies and benefit documents into an expert. Employees ask questions, and the questions it could not answer are listed so HR can fill the gaps.
- 02
Contract and supplier document review
Procurement and legal teams run a review grid over many contracts to compare terms with page references, and compare a new version of a contract against the old one.
Telecom
Purpose-built AI solutions for telecommunications providers.
- 01
Team experts for an operator
A telecom operator's teams keep separate experts over their own product and process documents, with access controlled per team.
05
Enterprise Capabilities
Intended Users
Employees who need answers from company documents, expert owners who curate each team's files, and admins who manage access and usage.
AI Expert
Enterprise knowledge
- 01Team experts with role-based access
- 02Cited answers with a grounding score
- 03Review grid across many files
- 04Page-by-page document compare
- 05Cited report and file generation
- 06Questions over Excel and CSV data
06 · Highlights
Key Proof Point
AI Expert
Every answer points to the exact file and page, carries a grounding score, and can be held to strict mode so it admits when the documents do not contain the answer.
Technical workshop
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Walk through sovereign architecture, deployment options, security controls, and enterprise use cases with our platform team — tailored to your industry and infrastructure.
- Data sovereignty
- On-prem deployment
- Arabic-first AI