The end of SaaS.
The rise of the agent network.

The end of SaaS.
The rise of the agent network.

The end of SaaS.
The rise of
the agent network.

SaaS isn't an option for closed networks. We deliver the full stack: agent-to-agent collaboration, document management and search, all within a private network.

SaaS isn't an option for closed networks.
We deliver on-premise AI covering agent
collaboration, document management, and search, all within your internal infrastructure, with zero security concerns.

Three problems, one full-stack solution.

Three problems,
one answer.

Most enterprises face the same three barriers when deploying AI at scale.
We redesigned the stack to break through all three.

Most enterprises face the same three barriers
when deploying AI at scale. We redesigned
the stack to break through all three.

"External AI is not an option."

Closed environments . Air-gapped. Regulated. No cloud, no SaaS, no external AI.

MCP

Private Custom Network

Seamlessly integrates ERP and internal systems within your private network. Every process stays behind the firewall. Zero external exposure.

"AI answers questions. We still do all the work."

"AI answers questions.
We still do all the work."

One question, one answer and it stops. Complex workflows remain a human job.

A2A

Autonomous Agent Collaboration

Agents distribute, execute and review each other's work completing workflows end-to-end, without human coordination.

"Our document search doesn't work well."

Chat**T and Go*gle search are inaccurate for internal data

Knowledge Graph
KMS

Turning Company-Wide Knowledge into Intelligence

Connects and structures company-wide knowledge into a self-evolving intelligence network. 98% accuracy.

Three players, three protocols.
One private network.

Three players, three protocols. One closed network.

Agents collaborate via A2A, access internal systems through MCP, and accumulate context in an ontology-based Knowledge Graph. All within a private network.

Your People

Mention agents via @ to delegate tasks, then review, approve and audit results.

Autonomous Agents

Agents divide tasks, collaborate, negotiate, and self-recover from failures via A2A protocol.

Knowledge · System

Connects internal systems via MCP, autonomously builds and updates an ontology based Knowledge Graph and KMS, becoming your organization's long-term memory.

Still updating documents to deploy
and manage agents? Never again.

Still updating documents to deploy and manage agents? Never again.

Still updating documents to deploy and manage agents?
Never again.

Agents go beyond reading data. They autonomously seek, reason and learn, delivering higher performance with every interaction.

New knowledge surfaces during work

The agent encounters something it doesn't know, or aknowledge policies have changed

1

Improves with every interaction

More accurate, without anyone updating a single document

4

2

Agent detects the knowledge gap automatically

From the conversation and search activity

3

KG · KMS updated autonomously

Recorded into the knowledge graph
with full traceability

  1. 업무 중 새로운 지식 발생

New knowledge surfaces during work

실시간으로 정보가 바뀌거나 보유한 정보로 정확한 응답이 불가능한 상태

The agent encounters something it doesn't know, or policies have changed.

1

1

  1. 에이전트 사용자 의도 파악

Agent detects the knowledge gap automatically

대화 · 결재 · 검색 로그에서 에이전트가 자동 감지

From the conversation and search activity.

1

2

2

  1. 논리 구조 자동 확장

KG · KMS updated autonomously

출처·근거와 함께 지식 그래프와 지식 관리 시스템에 데이터 관계를 연결

Recorded into the knowledge graph with full traceability.

Recorded into the knowledge graph
with full traceability.

1

3

3

  1. 학습을 통해 다음 의사결정에 지식 반영

Reflected in the next conversation

데이터 수정의 번거로움 없이, 대화가 쌓일수록 답변 정확도 향상

More accurate without anyone updating a single document.

1

4

4

No more RAGs that perform worse than Chat **T.

Built on a single GPU: precision-built, high performance Agent AI with zero data leakage. No large model costs, no security tradeoffs.

1x

GPU to production

Model size is not an issue.

3.2x

Average response speed

vs Chat**T on internal queries

+15%

Document search accuracy

vs Go*gle Drive search

0

Bytes sent externally

Air-gap compatible

1x

GPU to production

Model size is not an issue.

3.2x

Average response speed

vs Chat**T on internal queries

+15%

Document search accuracy

vs Google search

0

Bytes sent externally

Air-gap compatible

1x

GPU to production

Model size is not an issue.

3.2x

Average response speed

vs Google Search on internal queries

+15%

Document search accuracy

vs Go*gle Drive search

0

Bytes sent externally

Air-gap compatible

We redesigned the stack so AI works inside your organization, without external cloud.

We redesigned it so
AI works inside your
organisation,
without SaaS.

Do you need M365, Drive, Slack, or Notion to use AI?

Do you pay token fees?

We build one agent-native stack that replaces cloud-based tools, installed entirely within your infrastructure.

Do you need M365, Drive, Slack, or Notion to use AI?

Do you pay token fees?

We build one agent-native stack that replaces cloud-based tools, installed entirely within your infrastructure.

slack

slack

slack

Channel + Agents ✅

Autonomous agents are stationed on all channels. @Mentions are delegations

Autonomous agents are stationed on all channels. @Mentions are delegations

Notion / M365

Notion / M365

Notion / M365

Docs on Graph ✅

Every saved document is instantly recorded into the Knowledge Graph. It remembers. You don't search.

Every saved document is instantly recorded into the Knowledge Graph. It remembers. You don't search.

Every saved document is instantly recorded into the Knowledge Graph. It remembers.

Google Search

Google Search

Google Search

Knowledge Graph Search ✅

Search our organisation, not the web

Search our organisation, not the web

Chat GPT

Chat GPT

Chat GPT

Network Assistant ✅

Delegating to a specialized agent network instead of answering alone

Delegating to a specialized agent network instead of answering alone

Drive

Drive

Drive

Ontology Store ✅

Not folders but where files understand their relationship

Not folders but where files understand their relationship

Agent Builder

Agent Builder

Agent Builder

A2A Studio ✅

We form teams, not a single agent

We form teams, not a single agent

Customer Cases

Walkerhill WISE

(Walkerhill Intelligent Strategy Engine)

Scattered F&B, POS, and membership data restructured through ontology-based integration and agent-to-agent collaboration. Agents monitor pricing, demand, and operations in real time to drive sales forecasting and strategic insights.

144 x

Faster decision-making


Faster decision-making

Faster decision-making

99.9%

Real-time POS data reduction

Real-time POS data reduction

24/7

Automatic data application

Kakaopay Securities AICC

Kakaopay Securities AICC

(AI Contact Center)

AI operating securely in an air-gapped environment, powered by FOL and KMS. During live consultations, it analyzes customer situations, unifies knowledge for financial advisors, and streamlines decision-making and records. Fully auditable.

3s

Response suggestion


Response suggestion

100%

KMS auto-update


KMS auto-update

24/7

Auto-classification of manuals

Auto-classification of manuals

Walkerhill AI guide

Korea's first AI concierge in hospitality, turning guest interactions digital: from F&B reservations and room benefits to offline missions that expand touchpoints and deliver a guest-centered experience.

3 languages

English, Japanese, Chinese

English, Japanese, Chinese

F&B Booking

F&B Booking, inquiry,
and cancellation

200K cases

Personalized guides by customer type

Personalized guides

Inbody AI

Structures user health data (body composition, exercise, diet) into contextual ontology, delivering personalized healthcare guidance through trainer, nutritionist, and general care agents.

100M+

Body composition data points

164

Personalized nutrient recommendations

1.22 x

Answer accuracy improved (64→78pts)

The AX innovation partner trusted by
leading Enterprises

The AX innovation
partner trusted
by leading Enterprise

The AX innovation partner trusted
by leading Enterprise

Ready for the Agent Era? We deploy inside your private network.

Start an agent network
that grows smarter with
every use.

Start an agent network that grows
smarter with every use.

Ⓒ Common Computer all rights reserved.

Common Computer Inc.

61, Bongeunsa-ro 68-gil Gangnam-gu Seoul, Republic of Korea

contact@comcom.ai

contact@comcom.ai

Common Computer Inc.

61, Bongeunsa-ro 68-gil Gangnam-gu Seoul, Republic of Korea

Ⓒ Common Computer all rights reserved.