Grounded answers, always cited
Every reply is a passage from your documents with a one-tap source chip. When the docs don't say, Abbu says so — never invents.
"The annual leave cap for new employees is 21 days in year one."1
Abbu is the bilingual AI coworker for your team. It reads your documents, cites its sources, and drafts your paperwork — on Telegram, where your team already is.
Abbu
online · cites every answer
AR · EN
Bilingual by birthright
Voice, text, paperwork — both languages, equally fluent.
100%
Of answers cite a source
Never makes facts up. Refuses when it can't cite.
~5.2s
Average answer time
Streaming responses, with live status while you wait.
KSA
Hosted in the Kingdom
Per-org isolation, audited at every layer.
The HR policy is in a PDF Ahmad shared in WhatsApp last quarter. The vendor contract is buried in Drive. The Arabic letter template is on someone's desktop. When a question comes in, your team answers from memory — or doesn't answer at all.
Abbu makes that whole library one chat away — and every answer comes with a receipt.
One answer
cited & ready
Four capabilities, one product. Designed to disappear into how your team already works.
Every reply is a passage from your documents with a one-tap source chip. When the docs don't say, Abbu says so — never invents.
"The annual leave cap for new employees is 21 days in year one."1
Letters, contracts, decks, spreadsheets — filled from your templates and quality-checked before delivery. Both languages, native register.
OfferLetter_Ahmad.docx
12 fields filled · 8.4 KB · ready
Telegram. Voice notes accepted. Files dropped mid-conversation. Group chats supported. Web dashboard reserved for admins only.
Your data stays in the Kingdom. Per-organisation isolation enforced at every layer — storage, search, the agent's own tool calls.
One chunk in the index. One citation. Your team chooses the language — Abbu honours both with native register, not translation.
Q: What is the annual leave cap for a new employee?
A: Per the Employee Handbook, the maximum is 21 days in the first year.1
س: ما هو سقف الإجازة السنوية لموظف جديد؟
ج: حسب دليل الموظفين، الحد الأقصى ٢١ يوماً في السنة الأولى.١
No deployments, no infrastructure to wire up. Sign in, connect your documents, invite your team — and your AI coworker is live.
Step 01
Drag and drop the files your team already uses — handbooks, contracts, manuals, vendor docs. PDFs, Word, Excel, slides. Both languages. Abbu parses, indexes, and remembers.
Drop files to upload
PDF · DOCX · XLSX · PPTX · TXT
Employee_Handbook_2024.pdf
Vendor_Contract_AlMaraei.docx
Letterhead_Template_AR.docx
Step 02
From the dashboard, send each colleague a single-use Telegram link. They tap it, the bot binds to their account, and they can start asking — no app, no password, no training.
Your team
Sarah Al-Saadi
Admin
Ahmad Al-Qarni
Member
Maryam Hassan
Member
Step 03
Your team asks Abbu in Arabic or English. They get answers grounded in your docs with sources attached. They ask for paperwork. Abbu drafts it, gates-checks it, and sends it back as a file.
OfferLetter_Ahmad_AR.docx
✓ gates passed · ready to download
Mukatib's architecture treats tenant isolation, data residency, and grounded answers as ship-blocking invariants — not features.
01
Grounding is enforced at the agent layer. Answers without a chunk reference refuse rather than improvise.
02
Storage, search, and the AI model layer all run inside the Kingdom. Data residency by default, not configuration.
03
Postgres Row-Level Security, per-org search indexes, per-org blob containers. The agent itself is fenced by a pre-tool-call hook.
04
Export anytime. Delete anytime. Audit log of every read and write is yours to download — including what the AI was asked.
People lose hours looking for answers that already live in their own files. Others rebuild documents that could be crafted in seconds.
So we built what we wished existed.. something that speaks Arabic the way you do in office, answers with sources, and writes the files you need the way you want them. We'd love to hear from you.
Tell us about your team and we'll get you set up. Your first answer takes about 1.2 seconds after that.