“Have you built public data platforms?”
AI AGENTS / GONGJAK
Understand the question.
Remember the human context.
01 · COMPANY INFORMATION02 · PERSONALIZED MEMORY03 · SERVER OPERATION
01Turn company information
COMPANY INFORMATION AGENT
Turn company information
into an on-site conversation.
Visitors do not need to learn a menu tree or scan every page. The Agent reads their intent, retrieves approved website knowledge, and connects the answer to relevant services, projects, or an inquiry.
Find evidence across services, projects, and company facts.
Return useful pages and follow-up questions with the answer.
GONGJAK COMPANY AGENT
Answers are grounded in verified company, service, and project information on this website.
AX TOOL / COMPANY WEBSITE AGENT
What is a Company Website Agent?
An installable AX tool that turns an existing public website into searchable knowledge and returns grounded answers, related pages, and follow-up questions.
- 01Public-website knowledge collection
- 02Answers only when evidence is sufficient
- 03JavaScript integration with the existing interface
The Agent does not invent information outside approved facts.
Relevant projects and service pages appear with the answer.
Follow-up questions, detail pages, and inquiry routes continue the conversation.
02Personalization depends on
PERSONALIZED LONG-TERM MEMORY
Personalization depends on
long-term memory.
This is not a one-session recommendation. It preserves the arc of a person's work and decisions, separates source history from derived memory, checks permissions first, and restores only the evidence needed for the current task.
MEMORY LAYERS04 LAYERS / PERSISTENT
Working ContextCURRENT TASK
Assembles recent conversations and retrieved evidence for the work happening now.
ACTIVEStructured StateEXACT VALUES
Manages values that must remain precise, including project stages, approvals, and settings.
EXACTSemantic MemoryDERIVED MEMORY
Structures preferences, decisions, commitments, and relationships with links to their sources.
DERIVEDRecordSOURCE HISTORY
Preserves completed work and conversations as the durable source of long-term memory.
SOURCEThe source remains intact even when a derived summary changes.
A damaged search index can be reconstructed from source records.
Another user's memory cannot enter the candidate set.
Keep the source that explains what was restored and why.
* This architecture is a product-oriented presentation of internal research and patent-draft concepts. It does not represent a granted patent or published paper.
AI AGENT FAQ
Questions to answer
before adoption.
How is a Company Website Agent different from a chatbot?
Instead of replaying a fixed conversation flow, it retrieves evidence from approved company, service, and project knowledge and connects the answer to relevant pages. It is instructed not to invent unregistered customers or outcomes.
Can it be added without rebuilding an existing website?
If the current site can expose suitable content and APIs, an Agent interface and retrieval API can often be integrated without a full rebuild. The actual scope depends on the existing technology and approved public data.
What data does a Company Website Agent need?
The foundation is verified information that is safe to publish: company details, services, project cases, FAQs, and contact information. Internal documents and personal data should remain separate and require explicit permissions.
How do you reduce incorrect or hallucinated answers?
Retrieval is restricted to approved knowledge, and the Agent is directed not to answer beyond available evidence. Related source pages are included so visitors can verify the original information.
How is long-term personal memory protected?
Source records, semantic memory, exact state, and working context are separated. Permission filtering happens before retrieval, and storage boundaries prevent one user's memory from appearing in another user's results.
How does a Company Website Agent support AEO?
The on-site Agent and external answer engines can use the same approved public knowledge. Clear visible content, consistent entities, structured data, and discovery paths become a shared foundation.
AGENT KNOWLEDGE × AEO
One verified knowledge base,
for visitors and answer engines.
The knowledge structure that powers an on-site Company Agent also supports AEO. Clear content, consistent company facts, structured data, and discovery paths connect human questions and AI-generated answers to the same evidence.
Explore AEO ↗FROM PROTOTYPE TO OPERATION
More than an interface.
Servers and operations are part of the design.
WEB EXPERIENCE+AGENT API+KNOWLEDGE / MEMORY+OBSERVABILITY
Discuss an Agent project ↗