RAG

Retrieval-Augmented Generation for precise answers from your data.

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.

What others say about us

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Digital-Air-Tech
Ein Partner mit Handschlagqualität: Unkompliziert, schnell und mit einem klaren Fokus auf Mehrwert schafft Ziya echte Ergebnisse in Rekordzeit.
Dr. Waldemar WagnerDirector of Product Management
ebm‑papst neoInnovationstochter des Weltmarktführers ebm‑papst im Bereich Lüftungs- und Antriebstechnik, speziell bei Ventilatoren, Motoren und Systemlösungen
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Logistik-Simulation
Bis zu Ziyas KI-Coding-Workshop dachte ich KI sei noch Zukunftsmusik. Jetzt weiß ich: Die Zukunft ist schon da.
Dipl.-Ing. Mathias BösGeschäftsführer
SimulationsDienstleistungsZentrum GmbHSpezialist für Logistik- und Produktionssimulation sowie digitale Zwillinge, die u.a. Unternehmen wie Skoda und Zalando effizientere Logistikprozesse ermöglichen
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Infrastrukturbau
Wir schätzen die partnerschaftliche Zusammenarbeit mit Ziya, die uns im wichtigen Zukunftsfeld KI durch inspirierende Impulse und lösungsorientierte Beratung unterstützt.
Dr.-Ing. Sebastian TheißChief Technology Officer (CTO)
ICAEuropäische Spitze im Segment Automatensysteme und u.a. Hersteller der Fahrkartenautomaten der Deutschen Bahn AG
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Online-Marketing
Ziya liefert uns genau die KI-Lösungen, um unser Agentur-Geschäft ohne hohen Mitarbeiteraufwand zu skalieren.
Armir GdamsiCEO der Connecio Group
Connecio GroupForbes 30 under 30 DACH
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Recycling
Besonders überzeugt hat uns die gelungene Kombination aus fachlicher Expertise, echter Leidenschaft für das Produkt sowie der Fähigkeit, Inhalte spannend und mitreißend zu vermitteln.
Sebastian ChristoffelSales Director / Member of Board
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IT-Verbundgruppe
Ziya hat unseren Unternehmenspartnern neue Horizonte eröffnet, und das soll als Europas größte IT-Verbundgruppe schon etwas heißen!
Jonathan SeifertCustomer Relationship Manager
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Foto von Ilirjan Bytyqi, M.Sc.
KI-Dienstleister
Sie zu Ihrer Erfolgsgeschichte zu bringen ist unser Ziel. Dabei steht der menschliche Erfolg bei uns an erster Stelle.
Ilirjan Bytyqi, M.Sc.COO der Ziya GmbH
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Our Outstanding Supporters

Bergische Universität Wuppertal
Telekom TechBoost
Centrum für Entrepreneurship & Transfer
Innoclub
Start-up Center
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AI Startup Hub
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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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April 2026
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