How much does rag & knowledge systems cost in Abu Dhabi?

Project costs vary based on scope and complexity. Typical rag & knowledge systems projects range from $15,000 for MVPs to $250,000+ for enterprise platforms. Abu Dhabi's business environment offers cost advantages compared to coastal tech hubs. We provide a free consultation with a detailed quote.

What is your rag & knowledge systems process?

Our proven process includes: Data Audit → Pipeline Architecture → Indexing & Embedding → LLM Integration. Each phase has clear deliverables and stakeholder reviews, so Abu Dhabi businesses stay in control throughout the project.

What technologies do you use for rag & knowledge systems?

Our rag & knowledge systems stack includes Python, OpenAI, LangChain, Node.js, Next.js, TypeScript. We choose technologies based on your project requirements, team capabilities, and long-term maintainability — not trends.

Do you work with startups in Abu Dhabi?

Yes. We work with businesses of all sizes in Abu Dhabi — from pre-seed startups building MVPs to enterprises modernizing legacy systems. Our flexible engagement models scale to match your budget and timeline.

What is RAG (retrieval-augmented generation)?

RAG is a technique that combines a search/retrieval system with a large language model. When a user asks a question, the system first retrieves relevant documents from your knowledge base, then feeds them to an LLM to generate an accurate, grounded answer with citations. This dramatically reduces hallucination compared to using an LLM alone.

How much does a RAG system cost?

Simple RAG implementations (single data source, basic UI) start at $15,000–$30,000. Enterprise systems with multiple data sources, advanced retrieval, and custom UIs range from $40,000–$100,000. We scope based on your data volume, sources, and accuracy requirements.

RAG & Knowledge Systems Company in Abu Dhabi, UAE

RAG & Knowledge Systems in Abu Dhabi, UAE

ZTABS delivers professional rag & knowledge systems for Abu Dhabi businesses — including custom rag pipelines, enterprise knowledge bases, customer-facing ai search. Serving Energy Tech, FinTech, HealthTech companies in Abu Dhabi, UAE.

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RAG & Knowledge Systems in Abu Dhabi, UAE

ZTABS provides rag & knowledge systems services in Abu Dhabi, UAE — including custom rag pipelines, enterprise knowledge bases, customer-facing ai search, and more. We work with Abu Dhabi businesses across Energy Tech, FinTech, HealthTech using technologies like Python, OpenAI, LangChain.Get a free consultation →

RAG & Knowledge Systems Capabilities for Abu Dhabi

Our rag & knowledge systems team delivers a full range of capabilities tailored to Abu Dhabi's Energy Tech and FinTech sectors:

✓
Custom RAG Pipelines
Ingest, chunk, embed, and index your documents for fast, accurate retrieval with any LLM.
✓
Enterprise Knowledge Bases
Internal knowledge systems that let employees search across wikis, SOPs, contracts, and Slack history.
✓
Customer-Facing AI Search
Give your customers an AI assistant that answers product questions using your documentation and help center.
✓
Multi-Source Ingestion
Pull data from PDFs, web pages, databases, APIs, Google Drive, Notion, Confluence, and more.
✓
Citation & Source Tracking
Every answer includes source citations so users can verify and trust the information.
✓
Fine-Tuning & Evaluation
Continuously improve retrieval quality with evaluation frameworks, feedback loops, and reranking.

View all rag & knowledge systems capabilities →

Our RAG & Knowledge Systems Process

1Data Audit→2Pipeline Architecture→3Indexing & Embedding→4LLM Integration→5Testing & Evaluation→6Deployment & Iteration

Each phase includes clear deliverables and Abu Dhabi stakeholder reviews. See our full process →

Tech Stack for Abu Dhabi RAG & Knowledge Systems Projects

Python OpenAI LangChain Node.js Next.js TypeScript

See full technology details →

Why Abu Dhabi Businesses Choose ZTABS for RAG & Knowledge Systems

Abu Dhabi (the UAE capital and energy tech innovation center, population 1.5 million) is home to thriving Energy Tech, FinTech, HealthTech sectors — each with distinctrag & knowledge systems needs. Energy companies need upstream and downstream digital platforms, emissions management, and asset optimization. Financial institutions require core systems and digital transformation. Healthcare providers need hospital information systems and telehealth. AI initiatives need ML infrastructure and deployment platforms for government and enterprise applications.

Abu Dhabi is the UAE capital and a hub for energy technology, fintech, and AI innovation. The city hosts ADNOC, major sovereign wealth funds, and initiatives like Hub71 and the AI campus. Government investment in tech, healthcare, and smart city development creates sustained demand for software solutions.

Significant sovereign wealth funding for tech and innovation. Hub71 and similar initiatives provide support for startups. Zero tax environment. Strategic partnerships with global tech companies. The emirate is diversifying beyond oil while leveraging energy sector expertise in cleantech and energy tech.

RAG & Knowledge Systems for Abu Dhabi's Key Industries

Each of Abu Dhabi's core sectors has specific rag & knowledge systems requirements. We build solutions tailored to these industry needs:

Energy Tech

Abu Dhabi's energy tech companies need specialized rag & knowledge systems that addresses sector-specific compliance, integrations, and workflow requirements.

FinTech

Abu Dhabi's fintech companies need specialized rag & knowledge systems that addresses sector-specific compliance, integrations, and workflow requirements.

RAG & Knowledge Systems for FinTech →

HealthTech

Abu Dhabi's healthtech companies need specialized rag & knowledge systems that addresses sector-specific compliance, integrations, and workflow requirements.

AI & Innovation

Abu Dhabi's ai & innovation companies need specialized rag & knowledge systems that addresses sector-specific compliance, integrations, and workflow requirements.

How We Work With Abu Dhabi Businesses

Our distributed engineering team delivers the same quality and responsiveness as a local partner. Significant sovereign wealth funding for tech and innovation. Hub71 and similar initiatives provide support for startups. Zero tax environment. Strategic partnerships with global tech companies. The emirate is diversifying beyond oil while leveraging energy sector expertise in cleantech and energy tech.

Timezone-Aligned Availability

Our team schedules overlap with Abu Dhabi's your local time business hours for real-time standups, reviews, and demos.

Dedicated Project Manager

A single point of contact who understands your business context and Abu Dhabi's market.

Transparent Communication

Daily async updates, weekly video calls, and shared project boards keep you informed at every stage.

Built for Abu Dhabi's Industries

We understand Abu Dhabi's key sectors — Energy Tech, FinTech, HealthTech — and build solutions tailored to their requirements.

Frequently Asked Questions

Common questions about rag & knowledge systems in Abu Dhabi

We offer end-to-end rag & knowledge systems for Abu Dhabi businesses: custom rag pipelines, enterprise knowledge bases, customer-facing ai search, multi-source ingestion. We use technologies like Python, OpenAI, LangChain to build solutions tailored to Abu Dhabi's key industries — Energy Tech, FinTech, HealthTech.

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RAG & Knowledge Systems

Learn more about our rag & knowledge systems services nationwide.

Python

Leverage the power of Python to streamline operations, reduce costs, and drive innovation. Our Python solutions enable businesses to enhance productivity and deliver results faster than ever.

OpenAI

Leverage OpenAI technology to unlock actionable insights and drive efficiency across your organization. Enhance decision-making, reduce costs, and empower your teams with state-of-the-art AI solutions tailored for business growth.

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RAG & Knowledge Systems Project?

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