+966 55 208 1012
info@tamkendigital.comالعربية
SmartElite
Vision 2030 — Kingdom of Saudi ArabiaSchedule a meeting
Services/AI Solutions/Natural Language Processing (NLP)

Natural Language Processing (NLP)

Language intelligence for Arabic and English — understand, search, summarize and generate across your content.

Start your project All services
8+
Years of experience
250+
Projects delivered
120+
Happy clients
30+
Specialists
Trusted by our clients
Cats WorldGhossnSaraya Al AndalusKarak HouseOurWayNine Steps TradingFamily Health CareBionic VerseParis GalleryQuality LifeSunovaDr. Omar HabashRayan ShopKhadamatiSaludGhossn HospitalityStorage StationCats WorldGhossnSaraya Al AndalusKarak HouseOurWayNine Steps TradingFamily Health CareBionic VerseParis GalleryQuality LifeSunovaDr. Omar HabashRayan ShopKhadamatiSaludGhossn HospitalityStorage Station
Overview

Language intelligence built for your market.

From classification and search to summarization and generation, we build NLP features tuned for your domain and for Arabic and English alike.

What you get
Text classification
Semantic search
Summarization
Entity extraction
Arabic dialect support
LLM integration
Capabilities

Our NLP Capabilities

We build language intelligence for Arabic and English — classification, semantic search, summarization, extraction and grounded generation across your content.

Text Classification

Route, tag and prioritize text automatically.

Semantic Search

Meaning-based search across documents and knowledge.

Summarization

Condense long content into accurate briefs.

Entity Extraction

Pull names, amounts and fields from unstructured text.

Arabic Dialect Support

Models tuned for real Gulf and MSA Arabic.

LLM Integration

Grounded generation wired safely into your product.

Why SmartElite

One accountable team, the full journey.

01

Senior, in-house team

No hand-offs to subcontractors — the people who design it build it.

02

Built for ROI

Every decision ties back to a metric that matters to your business.

03

AI-native & local

Intelligence built in, with Arabic-first thinking and Vision 2030 alignment.

04

Bilingual by default

Arabic and English, RTL and LTR, handled correctly from day one.

05

Weekly delivery cadence

You see working progress every week, not a status report.

06

No lock-in

Clear ownership of what we build, and the freedom to pause or stop anytime.

How we work

A clear path from idea to impact.

1

Data & Feasibility

We assess your data and prove the use case is worth building before we commit.

2

Model Design

We select and design the right approach — classic ML, deep learning or LLM/RAG.

3

Training & Evaluation

We train, measure against real metrics, and tune until it's genuinely useful.

4

Integration

The model ships inside your product with low-latency, secure inference.

5

Monitoring & Retraining

We watch for drift and retrain so accuracy holds up over time.

Technology

Our technology stack

We build with proven, modern technologies chosen for performance, security and long-term maintainability.

PythonPython
spaCyspaCy
Hugging FaceHugging Face
OpenAIOpenAI
LangChainLangChain
PineconePinecone
Testimonials

Launching the Rayan perfumes line with Tamken was a great experience — quality work, fast execution, and we hit every goal. Among the best agencies in the region.

ع
عمر تقي الدين
Founder, Rayan Shop
Pricing

Simple, transparent pricing.

Start with zero risk. We deliver your first sprint free — you only continue if you like what you see.

First sprint free

Zero risk to start

We build your first sprint at no cost. You only pay from the second sprint onward, and only if the work meets your expectations.

Claim your free sprint
from the second sprint
3,750SAR/ sprint
Placeholder figure — to be confirmed.
1 sprint = 5 working days
One dedicated specialist per sprint
Unlimited iterations within the sprint
Daily progress updates
Sprint demo & review at the end of the week
No lock-in — pause or cancel anytime
FAQ

Questions we hear often.

Can it understand Arabic dialects, not just MSA?

Yes — we tune models on Gulf and other dialects alongside Modern Standard Arabic, so it understands how customers actually write, including mixed Arabic-English text.

How is semantic search different from keyword search?

Keyword search matches exact words; semantic search uses embeddings to match meaning, so a query finds relevant results even when the wording differs — crucial for Arabic with its rich morphology.

Can we process sensitive text without sending it to third parties?

Yes — we can run open-source models on your own infrastructure or a private Saudi cloud region, so confidential documents never leave your control.

How accurate is entity extraction and how do you measure it?

We evaluate on a labeled test set using precision and recall, tune thresholds to your risk tolerance, and add human review on low-confidence cases where accuracy is critical.

Related services
Let's build

Understand and act on language — including Arabic dialects.

Book a free consultation and we will map the fastest credible path to launch.

AR + EN
Bilingual NLP
Dialects
Gulf & MSA
LLM
Grounded
First sprint free · No lock-in · Reply within 24 hours