Kladero for Knowledge Systems

Empower Your Systems To Understand, Reason, and Act

Kladero helps you design and deploy intelligent knowledge systems — from RAG pipelines and graph-based memory to agentic architectures that can retrieve, synthesize, and act on information.

We work with your teams to turn documents, databases, and human expertise into usable knowledge — structured, searchable, and aligned with your workflows.
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Knowledge Systems

Make Your Knowledge Usable, Searchable, and Actionable

Many organizations have valuable knowledge locked in documents, emails, and databases. Knowledge systems bring that information together so people and AI tools can find the right answers much faster.

Using approaches like retrieval-augmented generation (RAG) and graph databases, we build systems that search across your data, surface relevant facts, link related information, and keep answers grounded in source material.

Kladero works with you to design and implement knowledge systems that enhance decision-making, streamline onboarding, and improve automation using the data your organization already has.

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Intelligent Access

Build Smarter Assistants

Combine retrieval, search, and structured memory to power agents that can access, understand, and act on your internal knowledge.

Faster Enablement

Accelerate Onboarding

Help employees and customers ramp up faster by surfacing relevant documentation, processes, and insights — tailored to role, context, and questions.

Contextual Intelligence

Better Decisions Through Context

Expose relationships, dependencies, and source provenance using graph-based and semantic representations.

    • Use Case Discovery

      We help identify high-impact workflows — from customer support and onboarding to expert assistance and documentation search — where knowledge systems provide real value.

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    • Prototyping

      We rapidly build functional prototypes — such as RAG pipelines, question-answering agents, or graph-driven assistants — using your existing content and tools.

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    • Knowledge Architecture

      We design the structure behind your system — including retrieval logic, memory models, document chunking, metadata schemas, and graph representations.

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    • System Integration

      We connect your knowledge stack to tools employees already use — from internal portals and Slack to CRMs, chatbots, or developer environments.

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    • Evaluation & Business Metrics

      We evaluate systems based on how well they support real tasks — with clear answers, reliable behavior, and safeguards for uncertainty. Grounding, traceability, and fallback strategies are part of every deployment.

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    • Governance & Data Privacy

      We implement safeguards for sensitive content, enforce permissions, and document usage rules — ensuring the system stays compliant and auditable.

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    • Monitoring & Knowledge Evolution

      We support long-term growth — tracking what users search, integrating new content, and adapting to how teams actually use the system.

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    • Team Onboarding

      We help your team understand how the knowledge system works, how to contribute content, and how to trust the results — through onboarding, documentation, and live support.

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“[...] LinkedIn reports that combining RAG with a knowledge graph helped it improve the accuracy of a customer service gen AI application by 78%. And, over the preceding six months, the combo was used by LinkedIn’s customer service team, reducing the median per-issue resolution time by 29%.”

— Knowledge Graphs: The Missing Link in Enterprise AI. CIO, 2025.
Retail & Inventory

Empower Teams with a Retail Knowledge Assistant

Give store staff and planners instant access to procedures, inventory data, return policies, and promotion rules — all via a conversational interface. Kladero integrates product information, internal wikis, and sales records into smart assistants that support faster decisions on the floor and in the office.

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Manufacturing

Build a Unified Knowledge Layer Across Plants

Connect maintenance logs, technical manuals, standard operating procedures, and operator experience into a single graph-based knowledge system. Enable line workers and engineers to troubleshoot equipment, reduce downtime, and onboard faster — with grounded answers from actual operational data.

Bring Knowledge to Manufacturing
IT & Support

Accelerate IT Support with Context-Aware AI

Use knowledge systems to unify troubleshooting guides, ticket history, and system architecture docs — enabling agents and users to resolve issues faster. Kladero builds intelligent support agents that retrieve the right solution at the right time, grounded in your internal documentation.

Boost Support Efficiency
Onboarding

Streamline Onboarding & Policy Access with Knowledge AI

Help employees, new hires, and customers find clear answers from your documentation, policies, product information, and internal resources. Kladero builds knowledge assistants that reduce repeated questions, make onboarding smoother, and give people consistent guidance when they need it.

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Logistics & Supply Chain

Bring Logistics Know-How to the Frontline — Instantly

From routing policies to loading instructions, critical knowledge is often buried in manuals or siloed systems. Kladero helps you build assistants that deliver the right answers to warehouse staff, drivers, and planners — right when they need them.

Improve Logistics Knowledge Flow
Public Services

Improve Service Access and Staff Training with Knowledge AI

Public agencies manage thousands of pages of regulations, forms, and procedures. Kladero helps build assistants that support frontline staff and citizens — making official information easier to find, navigate, and explain.

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Technology

AI Systems Built with Modern Technologies

We work with the tools and technologies behind modern AI products, including data pipelines, model APIs, vector databases, agent workflows, cloud platforms, and deployment infrastructure. Kladero combines the right technologies to build reliable systems that fit your product, team, and business goals.

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Knowledge Systems for Retail

Turn manuals, guidelines, and product info into frontline support.

Support staff and customers with instant answers.

  • Product catalog search with semantic understanding
  • Assistant for store ops and policy questions
  • Sales onboarding with curated knowledge flows
  • Multi-language access to operating procedures
  • Returns and warranty reasoning assistants
  • FAQ auto-generation from internal documentation
Discuss Needs

Knowledge Systems for Manufacturing

Connect shop floor teams with process and maintenance know-how.

Bring expert knowledge into daily operations.

  • Interactive access to repair guides and operating procedures
  • Process optimization assistants for operators
  • Safety and compliance lookup tools
  • RAG pipelines over technical documentation
  • Error code explanation and escalation logic
  • Knowledge-driven worker onboarding
Discuss Needs

Knowledge Systems for IT & Engineering

Tame documentation sprawl and support developers.

Faster answers for technical teams.

  • Semantic search over wiki, Jira, and code docs
  • Dev onboarding assistants with tool-specific flows
  • Incident and runbook navigation tools
  • RAG pipelines over architecture and deployment docs
  • Agent tooling for debugging or permission lookups
  • Internal support bots for tech stack questions
Discuss Needs

Knowledge Systems for Onboarding & Support

Help employees, customers, and teams find the right answers faster.

Make organizational knowledge easier to access and use.

  • Knowledge assistants for employees, customers, and support teams
  • Interactive onboarding guides for products, roles, or workflows
  • Answer bots for policies, processes, product information, and FAQs
  • Search across documentation, handbooks, help centers, and internal resources
  • Cross-team knowledge sharing assistants
  • Governed content updates with clear ownership and review workflows
Discuss Needs

Knowledge Systems for Logistics

Give planners and field teams real-time access to rules and playbooks.

Keep operations moving, with fewer errors.

  • Assistant for routing rules and compliance guides
  • Searchable warehouse and packing instructions
  • Multilingual access for transport teams to operating procedures
  • Playbook-style assistants for incident handling
  • Live knowledge linking across dispatch and tracking tools
  • Retrieval from historical delivery notes and edge cases
Discuss Needs

Knowledge Systems for Public Sector

Surface insights across fragmented systems and documents.

Empower staff with fast, trusted answers.

  • Unified search across legislation, FAQs, and memos
  • Citizen-facing assistants trained on public guidance
  • Grant and permit rule lookup by case context
  • Multilingual access to government services content
  • Policy change tracking and version-aware responses
  • Auditable knowledge flows with fallback handling
Discuss Needs
01

Discover & Align

  • Identify key use cases (e.g. internal support, onboarding, policy guidance)
  • Map out existing content, systems, and access patterns
  • Clarify compliance, governance, and accuracy requirements
  • Align on business value, user needs, and success metrics
02

Design & Prototype

  • Design your knowledge system architecture (e.g. RAG pipelines, agents, graphs)
  • Organize content: chunking, metadata, access control, and versioning
  • Select retrieval strategies (vector, keyword, hybrid)
  • Prototype interactions: search, Q&A, workflows, or agent handoffs
03

Deploy & Integrate

  • Integrate knowledge systems into apps, chat tools, portals, or APIs
  • Connect to content sources, version controls, and security layers
  • Validate performance with real users and real queries
  • Train internal teams on editing, maintaining, and extending the system

Monitor & Evolve

  • Monitor usage, accuracy, and content freshness
  • Refine responses with feedback, analytics, and evaluations
  • Scale to new departments, languages, or tools
  • Maintain oversight with documentation, auditability, and human fallback
Get Started

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    Have a question? Send us an email and we will reply within the next few business days.

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    Reach out to our team Monday to Friday, 9:00 AM–5:00 PM CET/CEST.

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Turn Documents into Answers — with Kladero Knowledge Systems

Whether you're building AI assistants, improving internal search, or making enterprise content more usable — Kladero helps you design knowledge systems that combine retrieval, reasoning, and structure.

We work with your team to make knowledge easier to access, reuse, and trust —
so employees onboard faster, decisions get more context, and information flows where it’s needed most.

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Move Your Organization Forward with AI

Gain a real competitive edge through AI. Kladero helps you get there — with expert consulting, custom solutions, and hands-on training.

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