RAG

Retrieval-Augmented Generation (RAG): precise answers from your internal knowledge sources, without hallucinations, with page-accurate source citations.

Implement this use case now
Estimated implementation time
3–6 weeks

Get precise answers directly from your company data with Ziya

RAG combines the power of generative AI with your own data sources, for hallucination-free, verifiable results.

RAG

Why RAG for your organisation?

Precise answers directly from your company data

Hallucination-free, verifiable results

Combination of generative AI with your own data sources

Always up-to-date knowledge base without model training

Traceable source references for every answer

Scalable across different departments

We support you in your AI transformation

Create your own AI assistant or let Ziya's AI engineers build your specialist agent.

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The ideal AI infrastructure for implementing your AI use cases

Maximum security

GDPR compliant, hosted in Germany. Your data stays protected.

Model-agnostic

Use the best AI models from OpenAI, Anthropic, Google and open source, flexibly combinable.

Enterprise-ready

Scalable architecture, SSO, role and permission management for productive use.

Customisability

Individual adaptation to your processes, workflows and requirements. No off-the-shelf standard.

Integrations

Seamless connection to your existing systems: ERP, CRM, DMS and more.

Fast implementation

From concept to productive use in just a few weeks. No lengthy project phases.

Now is the time to put AI to meaningful use

Generative AI has long since moved beyond the experimental phase. AI is now ready to automate entire processes and fundamentally relieve people of their workload.

4 Pillars of Your AI Transformation

Identify and realise the most impactful AI use cases for your organisation.

Use Cases

Use case scenarios for RAG

Technical documentation queries

Answer complex technical questions directly from manuals, specifications and system documentation.

Legal queries

Answer legal questions based on internal contracts, policies and regulatory documents.

Product information

Answer detailed product enquiries from catalogues, datasheets and configuration guides.

Research data

Retrieve scientific findings, studies and experimental results from internal research databases.

Training content

Prepare learning materials, certification content and best practices for employee training.

Compliance queries

Answer questions about regulations, audit requirements and internal policies precisely and with evidence.

Customer history

Retrieve past interactions, orders and support tickets for personalised customer care.

Project documentation

Make project plans, status reports and decision records from past projects searchable.

Quality management

Make QM manuals, inspection protocols and standard requirements instantly accessible for audits and certifications.

Success Stories

What others say about us.

Foto von Dr. Majid Mortazavi
Industry
Ziya turns multi-agent theory into productive reality. MCP, agents & skills that work in real factory systems at Siemens.
Dr. Majid MortazaviSenior Expert in Industrial AI
Siemens AGGlobal technology group and one of the world's leading providers of industrial automation, digitalisation and industrial AI
Siemens AG
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Digital Air Tech
A partner you can rely on: straightforward, fast and with a clear focus on value, Ziya delivers real results in record time.
Dr. Waldemar WagnerDirector of Product Management
ebm‑papst neoInnovation subsidiary of global market leader ebm‑papst in ventilation and drive technology, specialising in fans, motors and system solutions
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IT Cooperative Group
Ziya has opened up new horizons for our corporate partners, and as Europe's largest IT cooperative group, that really means something!
Jonathan SeifertCustomer Relationship Manager
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Audit & Tax Firm
ZIYA's hands-on workshop delivered immediately actionable quick learnings that enabled us to make visible progress in our AI agent development in the short term.
Philipp KohlerAuditor, Tax Advisor, Certified Public Accountant (CPA USA)
audalisAudit and tax advisory firm based in Dortmund
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Foto von Matthias Pape & Markus Hagenbrock
Room Concepts
Working with Ziya is characterised by short distances, open and fast communication and a clear focus on practical solutions rather than theoretical concepts.
Matthias Pape & Markus HagenbrockManaging Director
Accodo Projekt GmbHSpecialist in planning and realising modern room concepts and new-build solutions
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Logistics Simulation
Until Ziya's AI coding workshop, I thought AI was still a thing of the future. Now I know: the future is already here.
Dipl.-Ing. Mathias BösManaging Director
SimulationsDienstleistungsZentrum GmbHSpecialist in logistics and production simulation as well as digital twins, enabling more efficient logistics processes for companies such as Škoda and Zalando
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Infrastructure Engineering
We value the collaborative partnership with Ziya, which supports us in the important future field of AI through inspiring impulses and solution-oriented consulting.
Dr.-Ing. Sebastian TheißChief Technology Officer (CTO)
ICAEuropean leader in the automated systems segment and, among other things, manufacturer of the ticket machines of Deutsche Bahn AG
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Foto von Sebastian Christoffel
Recycling
We were particularly impressed by the successful combination of technical expertise, genuine passion for the product and the ability to convey content in an engaging and compelling way.
Sebastian ChristoffelSales Director / Member of Board
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Online Marketing
Ziya delivers exactly the AI solutions we need to scale our agency business without a large staff.
Armir GdamsiCEO of the Connecio Group
Connecio GroupForbes 30 under 30 DACH
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Foto von Ilirjan Bytyqi, M.Sc.
AI Service Provider
Helping you write your success story is our goal. We always put human success first.
Ilirjan Bytyqi, M.Sc.COO of Ziya GmbH
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Our Outstanding Supporters

Bergische Universität Wuppertal
Telekom TechBoost
Centrum für Entrepreneurship & Transfer
Innoclub
Start-up Center
W-tec
AI Startup Hub
RuhrSummit

Institutions That Believe in Us

Bundesministerium für Wirtschaft und Klimaschutz
EXIST
Europäischer Sozialfonds
Europäische Union
Zusammen. Zukunft. Gestalten.

The DatenLabel project is funded within the EXIST programme by the Federal Ministry for Economic Affairs and Climate Action and the European Social Fund.

Generic GPTs deliver generic results.

Specialised AI agents with access to your data, documents and systems, combined with enterprise security and flexible hosting, create real, lasting value.

The Central AI Platform by ZiyaStandard GPTs & Copilots
AgenticHolistic end-to-end automation with planning, execution and continuous control.Support for individual tasks without full process ownership.
Domain KnowledgeIndustry- and domain-specific competence models with hands-on expertise.General model knowledge without industry-specific specialisation.
ContextOperates within the full enterprise context with access to data, processes and systems.Isolated usage without deep understanding of real enterprise structures.
Integration DepthDeep integration into business processes and core systems with end-to-end process logic.Superficial tool connections without real process interlocking.
Data VolumeProcessing of extensive datasets and complex knowledge sources, structured and scalable.Technically limited and usually only suitable for smaller datasets.
Model StrategyMulti-LLM approach without dependency on a single provider or ecosystem.Tied to a specific model or platform provider.
IT RealityAdaptable to legacy systems as well as hybrid and complex IT landscapes.Limited compatibility with existing system architectures.
HostingFlexible hosting options: global, EU-based or on-premise, depending on security requirements.Standardised global cloud hosting with limited choice.
ComplianceGDPR-compliant and designed for additional regulatory requirements.Often insufficiently secured for regulated industries.
Compliance

Trust. At the highest level.

EU AI Act

EU AI Act

The platform enables you to meet the requirements of the EU AI Act.

GDPR

GDPR

You control the flow of your data. Our servers are located in Germany.

Made in Germany

Made in Germany

Our company, our developers and our servers are located in Germany.

FAQ

Your questions answered.

Everything you need to know about working with us. Still have questions? Book a free call and we'll walk you through it.

Your First Step to AI Success

Contact me directly for your first step to AI success

Ilirjan Bytyqi, M.Sc.Operations Lead at Ziya GmbH

Or schedule a meeting with me

Ilirjan Bytyqi

Erstgespräch

Initial consultation, approx. 30 minutes

Select an appointment and send your request for an initial consultation. Our expert team will advise you on how to strategically deploy our agent platform in your company.

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August 2026
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