Services/Intelligent Systems/AI Features

AI features your customers actually use

Assistants that answer from your own content, search that understands what people mean, and documents read for you — in Arabic and English.

Knowledge Ingestion
Email
Connected
CRM
Live Sync
ERP
REST / SQL
Documents
PDF, DOCX, XLS
Grounded RAG Engine

Retrieval + Dialect Validation

Customer Assistant Live
MSA & Dialect
"وفقاً للائحة الرسمية المعتمدة لعام 2026، يستحق العميل الموافقة الفورية بناءً على السجل المسجل."
Citation: Internal Regulations (P. 42 § 3)
Verified Grounding
Verified Grounding
Zero Hallucination
For products and teams with lots of content, documents or repeated questions
First feature in 3–4 weeks (AI Feature Sprint)
Arabic and English
Data kept under your control
Quality measured before and after launch
✦ AT A GLANCE

Production AI Grounded in Your Real Data

Production-Ready AI Architectures

Prokoders adds AI features to products and internal tools for modern enterprises and high-growth businesses worldwide: Arabic and English assistants grounded in company data (retrieval-augmented generation), semantic search, document extraction, classification and drafting. Each feature is tested against the client's real cases before launch, with quality and running cost measured.

03 / 08•

Sound familiar?

Your customers ask the same questions all day, and the answers are already in your documents.

Answers people can trust.

Assistants that answer from your content and say when they don't know.

Your team re-types data from invoices, contracts and forms.

Hours back every week.

Documents read, sorted and filled in automatically.

You tried an AI chatbot. It sounded confident and got things wrong.

Arabic that actually works.

Built and tested on Arabic questions and documents, not just English.

04 / 08•Architecture & Scope

What's included

Enterprise Grounding

Strict data tenancy, RBAC permissions, and citation tracking.

01

Assistants grounded in your data (retrieval-augmented generation, RAG)

Grounded RAG
Verified Grounded
02

Semantic search across documents and records

Vector Search
< 80ms latency
03

Data extraction from invoices, contracts and forms

OCR & Schema Extraction
Zero re-typing
04

Classification, summarisation and drafting

Automated Routing
Instant triage
05

Arabic and English language support

Dual Dialect & MSA
ع / English
06

Monitoring of AI quality and running cost

Telemetry & Cost Ops
Live Dashboard
05 / 08•Sprint Methodology

How it works

1

Pick the use case

The one with the clearest volume and payoff.

High ROI · Clear document source · Low risk
2

Build a test set

Real questions and documents from your business.

100+ baseline queries · Arabic dialect tests
3

Build and integrate

The feature inside your product or tools.

Secure API · RAG pipeline · RBAC auth
4

Measure and launch

Accuracy, cost and adoption tracked from day one.

Production dashboard · Continuous telemetry
Sprint Pipeline · Stage 01
Sprint Velocity: 3–4 Weeks
01
Use Case
02
Test Set
03
Build & RAG
04
Launch
Stage Deliverable100% Client-Owned

Pick the use case: The one with the clearest volume and payoff.

Every step is executed directly by senior AI engineers with working code delivered in short iterative feedback loops.

Benchmark Target
Evaluated Accuracy
P95 Latency
< 350ms
Running Cost
Tracked Live
06 / 08•Deliverables

What you get

An AI feature live in your product
A test set and a quality report
A usage and cost dashboard
Documentation of limits and safeguards
100% full source code ownership and model weight independence.
Why Prokoders for AI features

Arabic-first

Tested on Arabic dialect and formal Arabic, not translated prompts.

Native Bilingual NLP

Measured quality

A test set built from your real cases before anyone relies on it.

Pre-flight Verifications

Built into your product, not bolted on

The AI uses your data, your permissions and your workflows.

Direct Integration
07 / 08•Real Scenarios

Typical use cases

A university assistant answering student questions in Arabic and English from official regulations.

University PortalBilingual RAGStudent Regulations
2,400+ inquiries/day answered instantly

An operations team extracting data from supplier invoices automatically.

OperationsERP SyncZero Manual Entry
4 hours/day saved per accounts officer

A platform adding smart search across thousands of documents.

Enterprise SearchLegal & PolicyInstant Citations
Instant retrieval across 15,000+ files

Not for: If the answers your customers need don't exist anywhere in writing, start by writing them — AI can't invent reliable knowledge.

Related case
AI feature case study
08 / 08•Common Questions

FAQ (AI)

Can AI answer customer questions in Arabic accurately?

Yes, when it is built for Arabic and grounded in your content. We test every assistant on real Arabic questions from your business and measure accuracy before launch.

What is RAG and do we need it?

What happens to our data?

How do you stop the AI from making things up?

How much does an AI feature cost to run?

Want to see it on
your own data?

An AI Feature Sprint puts one working feature in your product in 3–4 weeks.

3–4 Week RoadmapActive Sprint
D1
D2
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Scope LockedGuaranteed Launch