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Generative AI and Knowledge Systems for Customer & Users

Transform Enterprise Knowledge into AI-Driven Intelligence

Centric enables enterprises to adopt Generative AI responsibly, securely, and with measurable business value. Our focus is not experimentation - it is controlled deployment of LLMs, Retrieval-Augmented Generation (RAG), and knowledge assistants integrated with enterprise systems, governance frameworks, and data controls.


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Why Generative AI & Knowledge Systems Matter

Organizations are overwhelmed with unstructured data - documents, policies, manuals, procedures, and historical knowledge that remains underutilized. Generative AI unlocks this knowledge, providing contextual answers, summarization, and intelligent guidance without exposing data externally or risking compliance.

Our approach ensures Generative AI is governed, secure, and architected for business outcomes - not hype.


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LLM-Based Enterprise Solutions

AI models tailored to organizational context, securely integrated with line-of-business systems.

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Retrieval-Augmented Generation (RAG) Architectures

Ground responses in approved, version-controlled enterprise knowledge rather than open internet data.

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Knowledge Assistants & Document Intelligence

AI systems that cite sources, summarize, classify, and answer queries based on organizational documentation.

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Secure, Governed GenAI Implementations

Enterprise security, identity control, data boundaries, compliance, risk evaluation, and responsible AI.

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LLM-Based Enterprise Solutions

LLMs built for the enterprise - secure, contextual, and governed.

We architect custom LLM solutions aligned with business workflows, security policies, and compliance requirements.


Domain-tuned models

Leveraging generative AI to create domain-specific models that are finely tuned to industry needs, enhancing accuracy and performance for specialized applications.

Integration with ERP/CRM/KM platforms

Seamlessly integrating generative AI with ERP, CRM, and knowledge management platforms to enhance data flow, automate processes, and drive intelligent decision-making across business functions.

Identity & access control enforcement

Implementing generative AI to enforce robust identity and access control measures, ensuring secure and compliant management of user permissions across systems and platforms.

Enterprise-grade guardrails

Establishing enterprise-grade guardrails with generative AI to ensure secure, compliant, and efficient usage across systems, mitigating risks and maintaining operational integrity.

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Retrieval-Augmented Generation (RAG) Architectures

Ground AI responses in your organization’s approved knowledge.

We design and implement RAG systems to deliver accurate, verifiable, and explainable responses using structured pipelines.


Data ingestion and indexing

Utilizing generative AI to efficiently ingest and index vast amounts of data, enabling faster retrieval and seamless integration into knowledge systems for enhanced decision-making.

Embedding models and retrieval stores

Integrating generative AI models with retrieval stores to enhance data accessibility, enabling efficient search, retrieval, and utilization of knowledge across systems.

Context injection and re-ranking

Leveraging generative AI to inject relevant context and re-rank results, optimizing search outcomes and ensuring more accurate and contextually appropriate responses.

Source-citation and traceability

Ensuring generative AI outputs are backed by verifiable source citations, enabling full traceability of information for transparency and trust in decision-making.

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Knowledge Assistants & Document Intelligence

AI that understands your documentation and answers with evidence.

We build knowledge assistants that search, summarize, and classify enterprise documents - with transparent source citation.

 


Enterprise knowledge Q&A

Empowering organizations with generative AI-driven Q&A systems that provide quick, accurate, and contextually relevant answers, enhancing knowledge sharing and decision-making across the enterprise.

Policy and SOP assistance

Utilizing generative AI to assist in creating, updating, and adhering to policies and standard operating procedures (SOPs), ensuring consistency, compliance, and operational efficiency across the organization.

Summarization, extraction & classification

Leveraging generative AI to efficiently summarize, extract key insights, and classify information from large datasets, enhancing data accessibility and supporting informed decision-making.

Jurisdiction- and compliance-aware responses

Ensuring generative AI delivers responses that are tailored to specific jurisdictional and compliance requirements, maintaining legal and regulatory adherence across regions.

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Secure, Governed GenAI Implementations

Responsible AI as a requirement - not an afterthought.

We define governance models, controls, and gated access to ensure safe, compliant adoption.

 


Role-based access and security controls

Implementing generative AI to enforce role-based access and robust security controls, ensuring sensitive data is accessible only to authorized users while maintaining compliance.

Data residency, sovereignty, encryption

Ensuring data compliance with local residency and sovereignty laws through advanced encryption techniques, securing sensitive information while maintaining full control over its location and access.

Risk, model drift & policy governance

Managing risks and model drift with generative AI while enforcing policy governance to ensure consistent performance, compliance, and accountability across AI-driven systems.

Regulatory alignment and auditability

Ensuring generative AI systems are aligned with regulatory requirements and providing full auditability to maintain transparency, compliance, and accountability in all operations.

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How We Work

We follow a structured and responsible approach to building generative AI and knowledge systems that deliver accurate, trustworthy results. Our process begins with understanding your data, use cases, and governance requirements, followed by designing secure architectures and retrieval-augmented solutions. We focus on model quality, relevance, and explainability to reduce risk and hallucinations. From deployment to continuous optimization, we ensure your generative AI systems remain reliable, scalable, and aligned with business goals.


Assess & Architect

Evaluate systems, governance, and integration paths.

Prototype & Validate

Build controlled pilots with guardrails, testing real use cases.

Deploy & Govern

Rollout with security boundaries, identity enforcement, and monitoring.

Start with Secure, Responsible Adoption

Centric ensures Generative AI is implemented with governance, value alignment, and operational clarity. Engage our experts to architect your enterprise GenAI strategy and knowledge systems.

End-to-End Generative AI & Knowledge System Services

We deliver comprehensive generative AI and knowledge system solutions that transform enterprise data into actionable intelligence. Our services include LLM integration, retrieval-augmented generation (RAG), knowledge graph development, prompt engineering, and model evaluation. We design secure, scalable architectures that ensure accuracy, compliance, and data privacy. From strategy and implementation to continuous optimization, we help organizations unlock the full potential of generative AI.

Generative AI & Knowledge Systems for Smart Innovation

Business Outcomes

• Faster access to institutional knowledge
• Reduced support load and decision latency
• Standardized responses with policy compliance
• Higher productivity without custom search tooling
• Trustworthy responses grounded in organizational truth

Who This Is For

• Organizations with siloed or document-heavy operations
• Regulated industries requiring secure AI boundaries
• Enterprises seeking GenAI without public data exposure
• Leaders requiring value justification before scaling

Talk to Our Experts
Generative AI & Knowledge Systems for Smart Innovation

See How We’ve Helped Businesses Achieve Their Goals

Our marketing strategies don’t just look good on paper—they deliver real, measurable results. Explore our success stories to see how Centric has empowered businesses like yours to thrive.

What Our Clients Say About Us

The team was flexible, attentive to the client's needs, and trustworthy. Centric's comprehensive, well-organized process and checklists were key elements of the project management approach.

Steve Louis

Senior Vice President - Promethean Energy

Centric has helped us achieve a 105% surge in conversions, a 47% decrease in cost per lead, an 8.58% conversion rate from paid advertising, and an ROI of 16.6 times

Bobby Grover

President - BigTex Storage

Centric delivered items on a lightning fast turnaround. They never once told us they couldn't do something, and always made it happen.

Rebecca Burley

HBMA

They came up with the requested solution with minimum to no materials available from our side.

Alberto Bianconi

General Manager - Omnialog

Their customer care and feedback research skills, and persistence in achieving great results were unique.

Amr Alkhatib

Brand Manager at Sharbatly Fruits

Centric delivered on time and also responded to everything we ever asked very promptly. Most of the time same day and if not within 24 hours they would respond.

Zakir Seyar

HRSS CPA

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Tailored Marketing Solutions for Every Industry

No matter your sector, Centric delivers custom marketing strategies designed to meet your unique challenges and goals.

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Frequently Asked Questions

Not necessarily - we select the right foundation model based on cost, control, and compliance.

No. It augments decision-making with faster access to knowledge.

Yes - via Azure, hybrid models, or edge deployments where required.

Only when scoped; this is not a dashboard or analytics initiative.

Contact us
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Spanning 8 cities worldwide and with partners in 100 more, we're your local yet global agency.

Fancy a coffee, virtual or physical? It's on us – let's connect!

Contact us
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Spanning 8 cities worldwide and with partners in 100 more, we're your local yet global agency.

Fancy a coffee, virtual or physical? It's on us – let's connect!