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Enterprise AI Knowledge Infrastructure

Turn Enterprise Knowledge
Into Intelligence

DeepKOS AI Knowledge Operating System

DeepKOS transforms documents, images, videos, procedures, cases and operational experience into a secure, organized and actionable enterprise knowledge system. Deploy it within your own infrastructure to deliver trusted answers, serve knowledge to your other systems through open interfaces, and preserve organizational knowledge.

Private Deployment Enterprise Permissions Multimodal Knowledge Traceable Answers Flexible Model Support
DeepKOS  ·  Knowledge System Console Private
Documents Document Engine Images Image Engine Videos Video Engine Knowledge Graph Relations AI Assistant Enterprise Knowledge API Open Interface Learning Enablement Evaluation Assessment DeepKOS CORE DeepKOS Appliance
Private Deployment
Enterprise Permissions
Multimodal Knowledge
Traceable Answers
Flexible Model Support
The Knowledge Gap

Enterprise Knowledge Is Everywhere. Intelligence Is Not.

Common Reality

  • Documents scattered across departments and systems
  • Employees struggle to find reliable material quickly
  • The same questions get asked again and again
  • Core experience lives with a few key people
  • Procedures and manuals are hard to actually follow
  • Onboarding new staff takes far too long
  • Images, video and unstructured files can't be searched
  • Basic knowledge bases store, but don't understand or apply
  • AI answers lack permission control and traceable sources

With DeepKOS

  • From file storage to knowledge understanding
  • From keyword search to semantic retrieval
  • From open access to permission-aware context
  • From one-off Q&A to business collaboration
  • From static material to continuous learning
  • From individual experience to organizational assets
  • From knowledge management to knowledge operations
  • From an AI tool to knowledge infrastructure
Product Positioning

More Than a Knowledge Base

File storage keeps documents. Document systems archive records. Basic AI bases answer simple questions. DeepKOS unifies management, retrieval, AI answers, learning, evaluation and continuous improvement into one platform — so knowledge can be understood, retrieved, applied and grown.

Manage

Unified Knowledge Management

Centrally manage documents, images, videos, procedures, cases, manuals and courses.

Understand

AI-Powered Understanding

Parse documents, extract knowledge points and organize meaning with a knowledge graph.

Apply

Knowledge in Business Context

Put knowledge to work through the AI assistant, smart retrieval and open knowledge APIs that your other systems can call.

Grow

Continuous Learning & Evaluation

Turn knowledge into courses, questions and assessments that improve over time.

Platform Architecture

The Knowledge Operating System Stack

DeepKOS is a system, not a chatbot — four layers that move enterprise content from raw files to governed, actionable knowledge. Hover any module for detail.

L1

Knowledge Foundation

Document EngineParses and structures text documents, tables and scanned files.
Image EngineUnderstands diagrams, screenshots and scanned images.
Video EngineExtracts knowledge from video, subtitles and recordings.
Knowledge Point EngineBreaks content into reusable, searchable knowledge points.
Knowledge GraphBuilds relationships across entities, topics and documents.
L2

Intelligence Layer

Adaptive RetrievalSelects the retrieval strategy that fits the question and context.
AI HarnessCoordinates reasoning across models and knowledge sources.
Model GatewayRoutes requests across local and private AI models.
Permission-Aware ContextAssembles context within the user's access scope.
Traceability EngineLinks every answer back to its source material.
L3

Application Layer

Enterprise AI AssistantAnswers questions and guides employees using internal knowledge.
Knowledge APIOpen APIs that let external systems securely query and use enterprise knowledge.
System IntegrationServes knowledge to OA and business systems through standard interfaces.
Evaluation EngineGenerates questions, tests and capability analysis.
Learning EngineTurns knowledge into courses and structured learning paths.
L4

Enterprise Control Layer

Permission EngineRole, department, project and knowledge-level access control.
Security PoliciesConfigurable policies for data, models and access.
Audit LogsFull records of access, retrieval and answers.
Organization ManagementMulti-org, multi-tenant structure and roles.
Deployment ManagementManage appliance, private cloud and enterprise deployments.
Core Capabilities

One Platform for the Entire Knowledge Lifecycle

01

Unified Knowledge Center

Centrally manage documents, images, videos, procedures, manuals, cases and courses — reducing silos and duplication.

02

Multimodal Understanding

Parse text, tables, images, scans and video subtitles so every format can be searched and applied together.

03

Adaptive Retrieval

Automatically choose the retrieval strategy by question type, structure, permission scope and business context.

04

Enterprise AI Assistant

Combine internal knowledge to deliver lookups, answers, process guidance and decision support.

05

Learning & Evaluation

Turn knowledge into courses, question banks and assessments with auto-generated questions and exams.

06

Knowledge Operations

Use feedback, retrieval quality and learning data to continuously improve the knowledge system.

Trust & Traceability

Trusted Answers, Grounded in Enterprise Knowledge

  • Every answer shows its cited sources
  • Pinpoints the original document or knowledge fragment
  • Respects user and department permissions
  • Understands multi-turn context
  • Distinguishes confirmed facts from inference
  • Configurable answering strategies
  • Supports human feedback and continuous improvement
  • Reduces model hallucination risk
  • Keeps a complete audit trail
DeepKOS Assistant Permission-aware · Traceable
Q

How do I reset the pressure sensor on the XR-200 line after a fault code E14?

Answer

Fault E14 indicates a calibration drift on the pressure sensor. Follow the standard reset procedure before restarting the line.

1. Enter maintenance mode and isolate the module.
2. Run sensor recalibration from the control panel.
3. Clear the fault log and verify baseline pressure.
Sources
Source 01Equipment Maintenance Manual · p.42
Source 02After-Sales Fault Case #2231
Source 03Standard Operating Procedure · SOP-07
Access
Maintenance · Line B
Confidence
Related knowledge
Sensor calibration
Fault code index
XR-200 restart checklist
Deployment

Deploy DeepKOS on Your Terms

DeepKOS enterprise appliance — tower and 4U rackmount form factors
DeepKOS Appliance

A unified knowledge appliance, ready for your data center

The DeepKOS appliance is a fully integrated software-and-hardware product — storage, retrieval and inference work as one system, available in tower and 4U rackmount form factors. Install it inside your own network and run the complete knowledge system on-premises, with no cloud dependency.

Tower & 4U Rackmount Unified Software + Hardware On-Premises & Air-Gap Ready Local AI Inference

DeepKOS Appliance

A single integrated appliance — software and hardware delivered as one product, ready for fast internal deployment.

  • Flexible GPU & storage configuration
  • Fast deployment
  • Local knowledge processing
  • Unified technical support
  • Ideal for SMBs, branches and business units

Private Cloud

Deployed in your data center, private cloud or designated servers.

  • Data stays inside the enterprise
  • Fits existing IT architecture
  • Supports clustering and high availability
  • Scales with enterprise size

Enterprise-Grade Deployment

For large groups, government, finance, healthcare and complex organizations.

  • Multi-org and multi-tenant
  • Complex permission structures
  • System integration
  • Custom knowledge interfaces
  • Dedicated implementation & operations support

DeepKOS scales compute, storage and inference to your knowledge volume, concurrency, model size and security requirements.

Flexible Model Support Model-Agnostic Architecture Local & Private AI Models Enterprise Model Gateway
Data Security

Your Knowledge Stays Under Your Control

Private deployment. DeepKOS runs inside your local network, private cloud, dedicated cloud, internal network or a standalone appliance. In line with its own security policies and business requirements, your organization decides where the system is deployed, where its network boundaries sit, how data is stored, how models are configured and how it is operated.

Document parsing, image recognition, video processing, vectorization, knowledge retrieval, model inference, Q&A records and operation logs — these key processing stages can all be kept inside your designated secure environment, reducing the data-exposure risk of enterprise information moving across multiple external platforms and third-party interfaces.

Let knowledge truly settle inside your organization — and let knowledge intelligence stay firmly in your own hands.

Security and compliance configurations are available based on deployment requirements.

Private Deployment
Role-Based Access Control
Department & Project Permissions
Knowledge-Level Permissions
Audit Logs
Data Isolation
Model Access Control
Secure API Integration
Backup & Recovery
Enterprise Identity Integration
Industry Solutions

Built for Knowledge-Intensive Industries

Manufacturing

SOPs, equipment maintenance knowledge, process docs, quality management, training and a repair assistant.

Software Development

Technical docs, API references, code standards, dev assistant, project material and onboarding.

Legal

Laws, case retrieval, contract templates, matter experience, legal Q&A and lawyer training.

Healthcare

Clinical guidelines, case knowledge, device manuals, hospital policy, training and assessment.

Finance & Insurance

Policies, procedures, risk & compliance material, product docs, claims cases and business assistance.

Education & Training

Teaching material, courseware, video courses, AI tutor, auto-generated questions, exams and evaluation.

Retail & Chain

Store SOPs, operating standards, product info, video training, HQ knowledge and staff assessment.

Government & Public

Policies, official documents, service guides, internal knowledge base and staff training.

Accounting FirmsFood & BeverageHospitalityLogisticsConstructionArchitecture & DesignEnergy & PowerAuto RepairEquipment After-SalesCustomer ServiceSales TeamsCorporate TrainingKnowledge Management
In Practice

Knowledge at Work

Enterprise Knowledge Search

“How do I find the latest safety spec for product line B?”

How DeepKOS works

Employees search enterprise material in natural language — no more relying on filenames, folder structure or personal memory.

Business value

Faster answers, less time lost searching.

Sources · 3

Technical Support

“What causes fault code E14 and how do I resolve it?”

How DeepKOS works

Engineers combine product manuals, fault cases and repair records to locate problems quickly.

Business value

Shorter resolution time, more consistent fixes.

Sources · 3

SOP Assistant

“What are the steps to commission the new machine safely?”

How DeepKOS works

Employees receive step-by-step guidance, cautions and the underlying policy while performing a task.

Business value

Standardized execution across teams.

Sources · 3

Employee Onboarding

“What do I need to know to start on the support team?”

How DeepKOS works

New staff learn through internal knowledge, courses, Q&A and assessment to reach role capability fast.

Business value

Shorter ramp-up, measurable progress.

Sources · 3

Customer Service

“How should I respond to a warranty claim for this model?”

How DeepKOS works

The assistant generates accurate replies from product info, FAQs, past tickets and standard scripts.

Business value

Consistent, accurate customer responses.

Sources · 3

Sales Enablement

“What's our differentiation versus the competing product?”

How DeepKOS works

Sales quickly retrieve product material, cases, competitive info and standard talk tracks.

Business value

Better-prepared, faster sales cycles.

Sources · 3

Compliance Support

“Is this action within our policy and compliance boundary?”

How DeepKOS works

Employees check policies and compliance rules with answers backed by original sources.

Business value

Lower risk, clear accountability.

Sources · 3

Expert Knowledge Preservation

“How did we solve this issue on the last project?”

How DeepKOS works

Expert experience, project cases and judgment become reusable organizational knowledge.

Business value

Knowledge stays when people move on.

Sources · 3
How It Works

From Content to Actionable Knowledge

1

Connect

Connect or import documents, images, videos, procedures, courses, cases and business material.

2

Understand

Parse, recognize, chunk and extract knowledge points across content engines.

3

Organize

Build categories, tags, relationships, a knowledge graph and permissions.

4

Retrieve & Reason

Run adaptive retrieval and AI reasoning by question, identity and context.

5

Apply & Improve

Apply knowledge to answers, learning, evaluation and continuous optimization.

Why DeepKOS

A Different Category of Product

StorageKnowledge BaseKnowledge Operating System

Traditional File Storage

Store & share files

  • Stores and shares files
  • Folder-based organization
  • No understanding of content
  • No permission-aware answers

Basic Knowledge Base

Search & simple Q&A

  • Document search
  • Basic question answering
  • Limited context
  • No learning or evaluation
DeepKOS

DeepKOS

A full Knowledge Operating System

  • Unified multimodal management
  • Knowledge points & graph
  • Adaptive retrieval
  • Permission-aware, traceable AI
  • Open knowledge APIs & integrations
  • Learning & Evaluation Engine
  • Model Gateway & private deployment
  • Knowledge operations & optimization
Partners

Build Solutions with DeepKOS

DeepKOS provides product licensing, private deployment, industry solution support, technical training, sales enablement and joint delivery — helping partners build enterprise knowledge solutions across regions and industries.

System IntegratorsIT Service ProvidersIndustry Software CompaniesCloud ProvidersDigital Transformation ServicesRegional ResellersIndustry Solution PartnersHardware & Compute PartnersTraining & Consulting

Build Your Enterprise Knowledge System

Turn scattered files, experience and business knowledge into a secure, controllable, retrievable, actionable and continuously growing knowledge asset.

For enterprise deployment, industry solutions and partnership inquiries.