CLU Agent OS · the Enterprise Agent OS

Stack Your Knowledge, Boost Work Together

Multi-stage core pipeline · Rich built-in tools · Enterprise-grade tenant isolation. CLU Agent Platform and CLU Agent Station: two form factors of CLU Agent OS, the Enterprise Agent OS for building, running, and deploying AI agents.

Multi-Stage PipelineRich Tool LibraryEnterprise Tenant Isolation

Stack knowledge once: agents work for every team, every channel.

AICLUDE by the Numbers

Enterprise Agent OS depth, measured in numbers

Pipeline Composer · LLMs × Tools, your choice

Compose your agent's pipeline. Pick LLMs per stage. Orchestrate tools in generation.

No vendor lock-in. Assign a different LLM to each pipeline stage: input, understanding, and an orchestrated generation stage that chains tools, knowledge retrieval, and multi-step reasoning: and tune every agent for the speed, cost, and intelligence your use case actually needs.

  • Per-stage LLM selection: input · understanding · generation
  • Orchestrated generation: multi-step reasoning with tools, knowledge, and memory
  • Wire hundreds of built-in and MCP tools into the pipeline visually
  • Trade off speed, cost, and intelligence stage by stage: swap any LLM, no rewrite
0+
Core Pipeline Stages
0+
Built-in Tool Library
0%
Enterprise Tenant Isolation
0+
Omnichannel Deployments
The Agent Lifecycle

Design, Teach, Deploy, All in One Platform

Not a chatbot. See the full agent lifecycle in five minutes, from persona to knowledge, tools, avatar, and omnichannel deployment.

Avatar Composer
01

Start with a Persona

Persona, model, tools on one canvas

Define personality, tone, role, and multilingual voice first. Connect LLM models, tools, and knowledge sources in the visual pipeline designer, even non-developers ship a custom expert agent in ten minutes.

Knowledge Hub
02

Teach It Your Knowledge

Six sources, one knowledge graph

Ingest from six sources: files, URLs, FAQs, email, SNS, and SaaS: into a central knowledge hub. Multilingual vector engines ensure evidence-grounded answers, not hallucinations.

Pipeline Studio
03

Orchestrated on a Multi-Stage Pipeline

Multi-stage pipeline, 5-layer guards

Watch the agent draft a full document stage by stage: planning, drafting, revising, and verifying: through a multi-stage pipeline with layered security guards. Prompt injection, knowledge poisoning, and PII leakage are blocked at the platform level, so you focus on business logic, not defenses.

Voice & Avatar Lab
04

Give It a Voice and a Face

Lip-sync, STTS, real-time

Extend the same agent into a lip-synced, real-time avatar. Two-way voice, signage, and AI concierge deployments: no extra engineering required.

Channel Deploy
05

Ship to Every Channel, Not Just One

Build once, ship to 8 channels

Same agent, every channel: embedding widget, Slack, Discord, SNS, REST API, MCP server, signage. Ship to SaaS or on-premise with the exact same Docker images.

Platform Signature

Everything an AI Agent Needs, in One Platform

ORCHESTRATION

Visual Pipeline, Multi-Stage Engine

Drag-and-drop to wire up LLMs, knowledge, and tools. Every response flows through a multi-stage core pipeline with layered security guards.

EXPERIENCE

Lip-Synced Avatar + Realtime Voice

The same agent you built in chat goes live as an avatar or signage: with real-time two-way voice.

SKILLS

Hundreds of Tools. Agents That Actually Do Work.

Slack, Gmail, calendar, web browser, code sandbox, MCP servers: a broad integration ecosystem. Not a chatbot that just talks.

GENERATIVE
AI Gen

Built-in Image, Video, Voice Studio

One built-in studio for image, video, voice, and lip-synced avatars. Agents autonomously produce and ship marketing content: no stitching tools together, no human editor in the loop.

SECURITY

AI 보안 가드 · 강력한 암호화 · 그룹별 전용 키

Built-in AI Security + On-Premise

Layered AI security guards, AES-256-GCM PII encryption, enterprise-grade tenant isolation. Same Docker images, your choice of SaaS or on-premise.

KNOWLEDGE
Files
URLs
FAQs
Email
SNS
SaaS
P1
P2
P3
P4
P5
Graph N-hop
Answer · 3 sources

Enterprise Knowledge · 6 Sources · Multilingual

Ingest from files, URLs, FAQs, email, SNS, and SaaS. Multilingual vector engines with a central knowledge hub.

Why AICLUDE

Six things DIY can't deliver

What a workflow builder + Graph RAG + an SI engagement won't give you from Fortress Pipeline to deterministic skill promotion, CLU Agent OS ships them in one product.

01

8-Stage Core Pipeline + Security Guards

Forget single-shot chatbots. Input Enhancement → Understanding → Verification → Preflight Check → Execution Plan → Fast Gate → Postflight → Surgical Fix. Complex requests run in parallel on a DAG, wrapped in five layers of security guards.

02

Enterprise-grade Isolation & Security

Physical tenant isolation trusted by finance and public sector. AES-256-GCM PII encryption across every sensitive field, with per-group dedicated encryption keys for absolute data security.

03

Unified Knowledge Hub

Auto-learns from notes, files, web-scraped pages, SNS and SaaS messages, internal databases: and even the conversations your agents generate. A 3-pane UI visualizes propositions and a backlinked knowledge graph, with Graph N-hop Agentic RAG for deep, multi-step reasoning. Every interaction feeds back in, so your agents keep evolving.

04

Rich Built-in Tools & Self-evolving Skills

Dozens of built-in tool providers out of the box. MCP (Model Context Protocol) discovery integrates your private internal tools. Benchmark → LLM grading → auto-iteration → trigger optimization: a closed loop where skills improve themselves.

05

Full Workspace Integration

Email AI analysis · Calendar · 5-view Projects · Yjs real-time editing · SaaS (Slack/Teams/Telegram/Discord) · SNS hub · News AI · Today Dashboard. Every team workflow connects in one platform.

06

Full Media Studio

Beyond text: agents produce images, videos, ambient sound, music, voice, and lip-synced avatars end-to-end. Brief them once and they deliver marketing-ready content autonomously, including signage spots.

Product Lineup

One CLU Agent OS, three products

CLU Agent OS comes in three form factors: CLU Agent Platform, CLU Agent Station, and the new data layer CLUE.

clu.aiclude.com · 마케팅 에이전트
M
S
C
D
M
마케팅 에이전트
multi-stage · multi-LLM
● Active
이번 주 신상품 캠페인 분석하고 SNS 카피 4개 만들어줘
데이터 수집0.4s
이해📋 step-by-step
생성Claude 3.7
검증
지난 주 대비 클릭률 +18%. 페르소나 RAG로 2030 여성 세그먼트에 맞춘 카피 4종을 생성했습니다.
#카피1#카피2#카피3#카피4
⌘K메시지를 입력하세요…Send
CAP

CLU Agent Platform

Available

One platform. Every agent your organization needs.

Knowledge workersProduct & IT teamsMarketing & operations

From briefings to marketing content to customer replies: your agents run end-to-end workflows across chat, knowledge, tools, and media.

Visual pipeline designer (no-code)
Multi-LLM router · per-stage selection
Knowledge Hub · auto-learning
Rich tool ecosystem + MCP
Workspace integrations (Email · Calendar · Drive)
Omnichannel deployment (web · SNS · API · widget)
CAS · CLU Agent Station

An AI concierge for physical spaces

Signage and reception desks that recognize, greet, converse, and guide visitors. 24/7, multilingual, never tired.

Why Station

Don't hire one more associate: turn on one more storefront.

In retail, hospitality, exhibitions, and healthcare reception, the most expensive resource is "the first human response." CAS detects visitors with a camera, greets them, holds a real-time voice conversation in their language, and guides them with a lip-synced avatar. When the floor is empty, signage runs auto-generated video to drive traffic; a weekly PDF report tells decision-makers who stayed and for how long.

Where it pays off the most

Retail & stores

New-product recommendations, stock lookups, membership signup: one associate's worth of service from a single signage unit.

Hotel lobbies

Check-in flow, tourism info, multilingual concierge 24/7: with operational data flowing back to your team.

Public, exhibition, museum

Docent, wayfinding, event schedules: an unmanned info desk that responds in the visitor's language instantly.

Healthcare reception

Booking confirmation, intake-form auto-fill, treatment-route guidance: offload the receptionist's repetitive load.

What makes Station different

Camera-vision greeting

Pedestrian + frontal-gaze detection so it only speaks to visitors who are actually present.

Real-time voice (STTS)

Full-stack speech-to-text-to-speech replies, naturally, in the visitor's language.

Avatar lip-sync

Brand character with mouth-synced visuals: the signage turns into a "person."

Auto-generated signage

Even with no visitors, video is generated and rotated to keep traffic flowing.

Attention & gaze analytics

Measure how long visitors stayed in front of which content, and how long they faced the screen.

Weekly PDF report

An auto-generated operational report lands in store-manager and ops inboxes every week.

One visitor, four steps

  1. 01

    Detect

    The camera detects pedestrians and frontal gaze, then signals "start engagement."

  2. 02

    Greet & language match

    Visual cues hint at language, so the very first greeting comes out in the visitor's tongue.

  3. 03

    Converse & guide

    STTS takes the question, the avatar lip-syncs the answer, the recommendation, the route.

  4. 04

    Report

    Dwell time, content interest, and conversion behavior get sent as a weekly PDF.

24/7
Unmanned multilingual service
5+
Languages out of the box
0
Additional headcount
Weekly
Automated ops report
Explore Station
Strengths

Why teams choose AICLUDE

Production-ready capabilities: built into one Agent OS.

Multi-stage core pipeline

8-stage pipeline with built-in multi-layer security guards: prompt injection, knowledge poisoning, and PII leakage defended at the platform level.

Physical multi-tenancy

Tenant data physically separated at the VM and database layer. Not row-level: actual isolation at the infrastructure boundary.

Full media pipeline

Image, video, ambient sound, music, voice, and lip-sync: all built-in. Agents produce marketing content end-to-end.

Omnichannel deployment

Web, embeddable widget, SNS, Slack, API, MCP server, signage: one agent, every channel, no rewrites.

Workspace integration

Email, calendar, drive, projects, and SaaS connectors already wired up. Agents act on the tools your team already uses.

Skill marketplace

Closed-loop skill improvement: benchmark → LLM grading → auto-iteration. Your agents get measurably better over time.

Signage and concierge ready

STTS voice, QR, and camera-based pedestrian vision: the same Agent OS deploys to physical signage through CAS.

Human-in-the-loop

Real-time @mention and operator takeover: humans step in seamlessly when agents need judgement.

Enterprise-grade PII security

AES-256-GCM field encryption, search-while-encrypted index, and per-group dedicated keys.

Agent self-replication

Agent Builder creates specialist agents on demand; Agent Router dispatches user intent to the right specialist.

Deployment Options

Your Infrastructure, Your Rules

Same platform, same features. Deploy wherever your data needs to live.

Enterprise Security · Verified Implementation

AES-256-GCM PII encryption
Search-while-encrypted index
Per-group dedicated encryption keys
Layer-level image encryption
Physical tenant isolation
AI security guards

Managed SaaS

We handle everything: infrastructure, updates, scaling, and monitoring.

Choose this when

  • When you need to start fast
  • When team size fluctuates
  • When you want to skip ops overhead
  • Instant provisioning
  • Automatic updates
  • 24/7 monitoring
  • Usage-based billing
  • Multi-region support

On-Premise

Full control on your own servers. Same Docker images, your infrastructure.

Choose this when

  • Finance · healthcare · public sector compliance
  • No-external-data environments
  • Air-gapped / closed networks
  • Complete data sovereignty
  • Air-gapped support
  • Custom integrations
  • Annual or perpetual license
  • Offline management console
Use Cases

Built for Every Team & Industry

Hundreds of tools, omnichannel delivery. 12 ways your agent does the work.

24/7

Retail

24/7 multilingual coverage, auto-analyzed demographics, weekly PDF reports

SignageMultilingual
Multilingual

Hospitality

Reduced front-desk load, consistent quality, instant local recommendations

AvatarSTTS
AES-256

Healthcare

Shorter waits, automatic audit logs, multilingual in-hospital guidance

PII EncryptionAudit Logs
Layered

Financial

Encrypted + searchable PII, automated audit logs for compliance

GuardrailsTenant Isolation
-50%

Customer Support

-50% support headcount, 24/7 coverage, feedback-driven improvement

WidgetCoach Mode
-90%

Marketing

-90% content production time, lower outsourcing cost, consistent brand

Image/Video GenSocial Automation
24/7

Retail

24/7 multilingual coverage, auto-analyzed demographics, weekly PDF reports

SignageMultilingual
Multilingual

Hospitality

Reduced front-desk load, consistent quality, instant local recommendations

AvatarSTTS
AES-256

Healthcare

Shorter waits, automatic audit logs, multilingual in-hospital guidance

PII EncryptionAudit Logs
Layered

Financial

Encrypted + searchable PII, automated audit logs for compliance

GuardrailsTenant Isolation
-50%

Customer Support

-50% support headcount, 24/7 coverage, feedback-driven improvement

WidgetCoach Mode
-90%

Marketing

-90% content production time, lower outsourcing cost, consistent brand

Image/Video GenSocial Automation
24/7

Retail

24/7 multilingual coverage, auto-analyzed demographics, weekly PDF reports

SignageMultilingual
Multilingual

Hospitality

Reduced front-desk load, consistent quality, instant local recommendations

AvatarSTTS
AES-256

Healthcare

Shorter waits, automatic audit logs, multilingual in-hospital guidance

PII EncryptionAudit Logs
Layered

Financial

Encrypted + searchable PII, automated audit logs for compliance

GuardrailsTenant Isolation
-50%

Customer Support

-50% support headcount, 24/7 coverage, feedback-driven improvement

WidgetCoach Mode
-90%

Marketing

-90% content production time, lower outsourcing cost, consistent brand

Image/Video GenSocial Automation
24/7

Retail

24/7 multilingual coverage, auto-analyzed demographics, weekly PDF reports

SignageMultilingual
Multilingual

Hospitality

Reduced front-desk load, consistent quality, instant local recommendations

AvatarSTTS
AES-256

Healthcare

Shorter waits, automatic audit logs, multilingual in-hospital guidance

PII EncryptionAudit Logs
Layered

Financial

Encrypted + searchable PII, automated audit logs for compliance

GuardrailsTenant Isolation
-50%

Customer Support

-50% support headcount, 24/7 coverage, feedback-driven improvement

WidgetCoach Mode
-90%

Marketing

-90% content production time, lower outsourcing cost, consistent brand

Image/Video GenSocial Automation
Interactive

Museum & Public

Better foreign-visitor experience, hourly visitor stats, weekly auto reports

Multilingual GuideVisitor Analytics
+30%

Enterprise Ops

+30% productivity, meeting notes auto-converted into project tasks

WorkspaceKnowledge Hub
Instant

HR & People Ops

Faster onboarding, instant policy answers, HR toil automated

Knowledge TrainingSkill Workflow
MCP

Engineering

Docker-isolated execution, Slack/API plug-in to existing workflows

Code InterpreterMCP
On+Off

Signage & Concierge

Unified on/offline ops, weekly visitor reports, automated content refresh

Pedestrian DetectLip-sync Avatar
Self-evolving

Education

Individualized feedback, multilingual automation, deterministic skill promotion

Knowledge HubLip-sync
Interactive

Museum & Public

Better foreign-visitor experience, hourly visitor stats, weekly auto reports

Multilingual GuideVisitor Analytics
+30%

Enterprise Ops

+30% productivity, meeting notes auto-converted into project tasks

WorkspaceKnowledge Hub
Instant

HR & People Ops

Faster onboarding, instant policy answers, HR toil automated

Knowledge TrainingSkill Workflow
MCP

Engineering

Docker-isolated execution, Slack/API plug-in to existing workflows

Code InterpreterMCP
On+Off

Signage & Concierge

Unified on/offline ops, weekly visitor reports, automated content refresh

Pedestrian DetectLip-sync Avatar
Self-evolving

Education

Individualized feedback, multilingual automation, deterministic skill promotion

Knowledge HubLip-sync
Interactive

Museum & Public

Better foreign-visitor experience, hourly visitor stats, weekly auto reports

Multilingual GuideVisitor Analytics
+30%

Enterprise Ops

+30% productivity, meeting notes auto-converted into project tasks

WorkspaceKnowledge Hub
Instant

HR & People Ops

Faster onboarding, instant policy answers, HR toil automated

Knowledge TrainingSkill Workflow
MCP

Engineering

Docker-isolated execution, Slack/API plug-in to existing workflows

Code InterpreterMCP
On+Off

Signage & Concierge

Unified on/offline ops, weekly visitor reports, automated content refresh

Pedestrian DetectLip-sync Avatar
Self-evolving

Education

Individualized feedback, multilingual automation, deterministic skill promotion

Knowledge HubLip-sync
Interactive

Museum & Public

Better foreign-visitor experience, hourly visitor stats, weekly auto reports

Multilingual GuideVisitor Analytics
+30%

Enterprise Ops

+30% productivity, meeting notes auto-converted into project tasks

WorkspaceKnowledge Hub
Instant

HR & People Ops

Faster onboarding, instant policy answers, HR toil automated

Knowledge TrainingSkill Workflow
MCP

Engineering

Docker-isolated execution, Slack/API plug-in to existing workflows

Code InterpreterMCP
On+Off

Signage & Concierge

Unified on/offline ops, weekly visitor reports, automated content refresh

Pedestrian DetectLip-sync Avatar
Self-evolving

Education

Individualized feedback, multilingual automation, deterministic skill promotion

Knowledge HubLip-sync

Ready to ship?

The future of business runs on AI agents.

Stack your first knowledge graph in hours, not quarters.

Start today with AICLUDE: the most complete and secure Agent OS.