# Enterprise AI platform course

> Design gateways, identity, data access, evaluation, observability, and deployment controls as a shared platform that product teams can use safely.

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[AI production & governance](/en/tracks/ai-production-governance)

# Enterprise AI platform

A governed platform for shipping AI products at scale

Design gateways, identity, data access, evaluation, observability, and deployment controls as a shared platform that product teams can use safely.
Advanced 8 lessons 515 XP About 89 min

Source · Handbook · Enterprise AI platform · Source reviewed 2026-06-20

Complete the prerequisite courses first
[Agent value metrics](/en/courses/agent-value-metrics) to unlock this course.

[Study prerequisites](/en/courses/agent-value-metrics)

![Enterprise AI platform course](/images/home/track-ai-production.png)
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Course progress 9 learning steps

## What you'll learn

- Define platform boundaries across models, data, tools, identity, and product teams.
- Design a governed AI gateway with routing, budgets, fallback, and policy enforcement.
- Provide golden paths for retrieval, agents, evaluation, and observability.
- Operate the platform with tenancy, SLOs, chargeback, audit, and incident controls.

1

## 1. 플랫폼 계층과 AI 런타임

사용자 응답과 정책·장기 작업·도구 실행의 실패 반경을 분리합니다.

- 앱 서버 하나에 모든 것을 넣지 않는다 Experience/App·Control·Execution·Governance 계층과 thin runtime Concept 45 XP
- 플랫폼 책임 배치 퀴즈 AI SDK·Gateway·Workflow·Sandbox의 경계 판정 Quiz 50 XP

2

## 2. Durable Workflow·Queue·승인

재시도와 외부 event가 있는 장기 작업을 상태 머신으로 만듭니다.

- Timeout을 늘리는 대신 상태를 영속화한다 workflow/step, replay, idempotency, approval과 Queue 경계 Concept 45 XP
- 실전: 대량 계약서 분석 파이프라인 Queue fan-out과 Workflow 승인·종합의 조합 Scenario 60 XP

3

## 3. MCP 데이터·Sandbox 실행

읽기 문맥과 변경 capability를 분리하고 untrusted tool을 격리합니다.

- 문맥 접근과 실행 권한은 다르다 MCP resources/prompts/tools, tenant scope와 Sandbox 권한 모델 Concept 45 XP
- MCP·Sandbox 안전 점검 capability·tenant·network·artifact 경계 감사 Checklist 55 XP

4

## 4. 관측·평가·비용·거버넌스

여러 플랫폼 신호를 같은 운영 리뷰와 서비스 예산에 모읍니다.

- 플랫폼 신호를 하나의 결정 루프로 App trace·Gateway usage·Workflow state·tool telemetry 통합 Concept 45 XP
- 워크북: AI 플랫폼 운영 ADR 계층·SLO·비용·보안의 선택과 trade-off 기록 Workbook 70 XP

## Final challenge

Turn what you learned into a reusable work artifact.

- 최종 챌린지 · 엔터프라이즈 AI 레퍼런스 아키텍처 앱·제어면·실행면·거버넌스를 연결한 플랫폼 설계 완성 Complete lessons first 100 XP

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