Memory Fabric
Cross-session, cross-team memory. What accumulates is your customer preferences, past decisions and industry know-how — not generic corpus.
Owned by you. Exportable. Auditable.
The Soul Layer for Enterprise AGI
대형 모델이 똑똑해질수록,
당신 기업의 AGI는 영혼이 더 깊어집니다.
APM Zoom은 대형 모델 위에 위치한 엔터프라이즈 AGI 런타임입니다. 두뇌는 언제든 바꾸고, 기업의 기억·스킬·워크플로·의사결정 정체성은 계속 축적합니다.
· 모델 독립· 프라이빗 배포 가능· 9개 언어 원어 수준· 24/7 무인 운영
Architecture
Enterprise AGI should not be locked into any single model.
Frontier models jump a generation every 6 months and halve in price every year — while your ERPs, orders and customers keep running every day. The layer in between decides whether the AGI actually feels like your company.
Brain Layer
Pick any model available today.
Public, domestic, or fully on-prem — route by task, cost, or compliance. When a stronger one ships tomorrow, one config change upgrades you.
GPT-5.5Claude Opus 4.8Gemini 3.1 ProGrok 4.3Qwen3-MaxDeepSeek-V3.2
Soul Layer · APM Zoom
This layer belongs to your company.
Memory, skills, workflows, identity — four enterprise assets accumulate here, portable and exportable, compounding with every model upgrade.
Memory FabricSkill RegistryWorkflow EngineIdentity & Trace
Body Layer
Your systems stay as they are.
ERP, storefronts, enterprise IM, docs, assets — agents connect through skill packs, with zero demand to rewrite anything you already run.
ERPCafe24SmartstoreCoupangShopifyKakaoTalkWeComEmail / Tickets
The Soul
The soul is four assets you can own outright.
Models are rented, compute is metered — only these four are your long-term assets.
Skill Registry
Each skill is an organ for a business action: create orders, list products, adjust price, ship, reconcile.
Capabilities as assets — reusable, composable, auditable.
Workflow Engine
Models improvise, but critical paths follow your SOP. The workflow engine supervises and takes over when it must.
Replayable. Reversible. Compliance-ready.
Identity & Trace
Every operator action is bound to an identity and leaves a trace from action to decision to outcome.
Enterprise data boundary. Off-domain by default.
The Roles
From AI that suggests to AI that finishes the job.
On the same soul layer, four AGI roles share your memory, skills and audit trail — scheduling each other and running in parallel.
Aria
Sourcing Officer
- Info flow
- Scan market · Competitors · Suppliers · Bestsellers
- Business flow
- Recommend what to source and when to restock
Sora
Visual Officer
- Info flow
- Product shots · Model images · Detail-page assets
- Business flow
- Multilingual detail pages, posters and video
Leo
Growth & Marketing
- Info flow
- Channel data · Ad ROI · Audiences
- Business flow
- Plan and run ad campaigns, SEO and EDM outreach
Kim
Strategy & Operations
- Info flow
- Company-wide KPI · Inventory · Finance
- Business flow
- Orchestrate the team; finish listing, fulfillment and reconciliation
Skills for Developers
Call the whole company from your IDE.
Every soul-layer skill is exposed over MCP. Add one line and call business actions like functions.
Identity
apmzoom-ids
Merchant identity resolution, permission boundaries, multi-store workspace switching.
$ npx clawhub install apmzoom-ids
Content
apmzoom-gds
Image recognition, parameter extraction, multilingual detail generation, hero-image retouch.
$ npx clawhub install apmzoom-gds
Workflow
apmzoom-pms
Bulk listing, multi-platform sync, inventory, price and ad-spend decisions.
$ npx clawhub install apmzoom-pms
Public
apmzoom-products
Text and image vector search over the Dongdaemun catalog, no auth required.
$ npx clawhub install apmzoom-products
Task Market
Install reusable company workflows.
Browse first-party workflows before logging in. After sign-in, add certified tasks to your company and run them with your AI team.
Website
Website Release
Prepare and publish company website updates with review gates.
Manual · Full-agency · Review required
ERP
ERP System Iteration
Synchronize source data, verify catalog modules and record ERP next steps.
Readback · Internal write · Safe gate
Marketing
Marketing Outreach
Plan and run reusable company marketing outreach.
Manual · Schedule · Internal write
Marketing
Ad Placement
Prepare ad campaigns while external launch remains gated by connector and confirmation.
External write disabled until confirmed
Compounding
Everyone else fears the model just updated.
Our customers love that the model just updated. Enterprise AGI is the compounding of your soul times the current brain.
Enterprise AGI(t)
= Model(t) × Soul(∑t)
= Model(t) × Soul(∑t)
2024
Soul-layer v1 ships. Dongdaemun booths go always-on with multilingual listings.
2025
Margin, ad ROI, restock — Operator becomes the daily driver.
2026
Multimodal long-context models unlock image, video and livestream operations.
2027+
Every memory you save today upgrades in value with the next model.
비교
또 하나의 챗봇이 아니라 비즈니스 런타임입니다.
기존 SaaS, RPA, Copilot이 각자 한계를 갖는 곳에서 APM Zoom은 기업의 영혼 레이어를 누적 자산으로 남깁니다.
| 항목 | 기존 SaaS | RPA | Copilot | APM Zoom · Soul Layer |
|---|---|---|---|---|
| 실행 주체 | 사람이 클릭 | 스크립트가 클릭 | 사람에게 제안 | Operator가 판단하고 실행 |
| 시스템 통합 | 제품별 API | 화면 좌표 취약 | 문서/채팅 중심 | 스킬 팩으로 ERP·스토어·문서 연결 |
| 업무 기억 | 제품 내부 데이터 | 없음 | 세션 단위 | 기업 장기 기억과 trace 누적 |
| 모델 교체 | 무관 | 무관 | 벤더 종속 | 모델은 교체, 영혼은 보존 |
| 감사 가능성 | 로그 분산 | 스크립트 로그 | 대화 로그 | 행동·권한·결과 trace 일체화 |
FAQ
아직 고민 중인가요?
토큰이란 무엇인가요?
Agent가 이미지를 읽고 콘텐츠를 생성하거나 스킬을 호출할 때 쓰는 컴퓨트 단위입니다.
비즈니스 데이터가 모델 학습에 쓰이나요?
아니요. 기업 기억과 프라이빗 스킬은 조직 경계 안에 있으며 감사 가능합니다.
기존 ERP나 스토어와 연결할 수 있나요?
네. 스킬 팩으로 연결하며 기존 시스템 재작성은 필요 없습니다.
Claude Code나 Cursor에서도 쓸 수 있나요?
네. MCP 기반으로 IDE에서 기업 스킬을 함수처럼 호출할 수 있습니다.
다국어 정확도는 어떻게 보장하나요?
기업 메모리와 채널별 톤을 함께 사용해 9개 언어에서 같은 업무 기준을 유지합니다.
해지하면 데이터를 내보낼 수 있나요?
네. 기억, 스킬, trace는 기업 소유 자산으로 내보내기와 감사가 가능합니다.
2주 딜리버리 체크리스트
- 현재 업무 시스템과 데이터 경계 확인
- 우선순위 스킬 3개와 승인 흐름 설계
- 워크벤치, trace, credential health까지 실사용 검증