Profit Engine Console

상업적 창작 행동 데이터 인프라

Next Action

로그인

역할별 작업공간을 열려면 먼저 세션을 시작하세요.

바로 이동

1. 세션

로그인 필요

2. 프로젝트

생성 필요

3. Writer

회차/씬/샷 필요

4. Creator

Writer 완료 후 진행

5. Data/Ops

권리 범위 확인 필요

새 프로젝트 시작

All

제목과 설명만 입력해 작업공간을 준비합니다.

프로젝트 만들기

Writer Studio

Writer

회차, 씬, 샷과 스토리 선택을 처리합니다.

Writer 열기

Creator Studio

Creator

선택된 샷의 프롬프트, 에셋, 타임라인을 진행합니다.

Creator 열기

Review Queue

Reviewer

승인 대기 revision, SLA risk, 담당자 상태를 먼저 봅니다.

Review Queue 열기

Dataset Build

Data

검증, lineage, Trust Package, benchmark를 단계별로 처리합니다.

Dataset Build 열기

Operations

Ops

권리, 알림, hardening, task inbox를 운영 기준으로 점검합니다.

Operations 열기

Settlement

Finance

Creator benefit terms, ledger, statement export를 확인합니다.

Settlement 열기

Public Samples

Buyer

공개 manifest, sample preview, artifact gate를 buyer-facing UX로 확인합니다.

Public Samples 열기

Projects

Events

Role

API

...

Dashboard Layout & Role Routing

Saved dashboard layouts, role redirects, and project filter presets are persisted as account preferences with browser fallback.

Role Redirect

Saved Layout

ops-review

Saved Project Filter

No saved filter

Selected Project Route

No project route

Project Detail

프로젝트 선택 상태, 권리 범위, 현재 작업 대상을 한 화면에서 확인합니다.

Project Detail

No project selected

Rights Scope

Missing rights scope

Selected Shot

No shot selected

Event Log

0 events loaded

Owner

No owner

Created

No project

Dataset Gate

Blocked by rights

Production Gate

Needs writer hierarchy

Project Artifact Summary

Export, trust package, lineage, and buyer snapshot readiness attached to the selected project.

Dataset Export

No project

Trust Package

Rights required

Lineage Evidence

Waiting for data events

Buyer Snapshot

Blocked by rights

Immutable Artifact Links

dataset-export.jsonl

No project

trust-package.manifest.json

No project

lineage-trace.json

Waiting for payment signal

buyer-snapshot.redacted.json

Blocked by rights

고급 운영 워크벤치 열기

Writer Studio

프로젝트 구조를 불러오거나 새 회차를 추가하세요.

회차

미선택

장면

미선택

현재 샷

미선택

등록 상태

0 versions · 0 options

최근 버전

저장된 대본 버전이 없습니다.

고급 제안과 데이터 근거 보기

Scene Metadata

Goal: Create a comparable commercial decision

Current shot: No shot selected

Episodes

Scenes

Shots

Versions

Options

AI Cliffhanger Suggestions

Model-generated Story Candidates

Creator Studio

Writer Studio에서 shot을 먼저 선택하세요.

Shot

미선택

후보

0 assets · 0 prompts

선택 품질

Quality waiting

생성 준비

Provider missing

9:16 Video PreviewNo assetAdd or select a candidate

No preview action yet

인스펙터

Quality 0

Selected Clip: No selected clip

Trim 2.1s

Zoom 0.65

Cue 1.8s

Visual Quality Annotations

No candidate selected

Quality analysis waiting for media

Generated Frame Thumbnails

reference frame

style lock

thumbnail crop

Timeline tracks: video · subtitle · music · sfx

Timeline Strip

video

waiting

subtitle

waiting

music

waiting

sfx

waiting

후보 등록

선택 근거

Reason code

Media Comparison

Chosen PreviewNo assetAdd or select a candidate

Rejected PreviewNo assetAdd or select a candidate

고급 AI 생성 설정과 진단 보기

AI Generation & Cost Guard

No project selected

Provider Adapter

Missing

Project Budget

Missing

Generation Jobs

0 tracked

Rights Link

Rights scope missing

Estimated CostOutput URIActual Cost

No generation jobs

Renderer Adapter Result

아직 렌더 결과가 없습니다. selected asset에서 Render Frames를 실행하세요.

Persisted Candidate Analysis

CandidateNo candidate

Quality ScoreWaiting

Analysis StoreNot saved

Frame Samples3 generated thumbnails

Review Console / Production Trace

Select a shot to create timeline decisions

Trace State

Timeline: -

Events: 0

Tracks: video · subtitle · BGM · hook · paywall

Actions: cut add · remove · reorder · trim

Review: -

Reviewer Assignment

Review Assignment Summary

Next timeline review will be assigned to reviewer@example.com

Reviewer Assignment Persistence: Not saved

Review Queue

Task	Owner	Status	Action
Timeline Review	reviewer@example.com	Waiting for timeline	Create timeline
Revision Compare	Producer	Pending	Compare before / after
Dataset Handoff	Data	Needs action logs	Build preference pair

Version Compare · Timeline

샷을 선택하세요

Before versionAfter version

비교할 timeline_version이 없습니다.

두 버전을 선택해 Compare를 실행하세요.

Dataset Console

Select a project

Incremental Build Preview

Preflight view before writing dataset items.

No dataset

Project Gate

Select project before build

Rights Gate

Rights scope missing

Existing Items

0 existing rows

Expected Streams

Build will discover available streams

Server Dry-run Counts

No server preview loaded

Decision Episodes

Preference Pairs

Revenue Events

New / Existing

0 / 0

Import Center · Payment CSV

Drag & Drop or Browse

CSV Column → System Field

episode_id

→ episode_id

PASS 0 rows | FAIL 0 rows | WARNING 0 rows

Rejected-row Export Store: No rejected-row export saved

decision episode

preference pair

directing action

revenue event

Item Stream Filters

Showing 0 of 0 dataset items by stream and validation status.

StreamValidation

Saved Filter Presets

Persisted Preset State: No user preset saved

Team-shared Filter Views

0개 저장됨

View 이름

저장된 view가 없습니다. 위 입력란으로 현재 필터를 view로 저장하세요.

No dataset items

Validation Error Resolution

PASS 0

FAIL 0

NEEDS REVIEW 0

Item ID

Error Type

Object

Reason

Action

No validation issues

Validation Owner

Validation Owner Queue

No validation issues assigned

Owner queue assignments persist as task records with browser fallback.

Dataset State

No dataset

PASS

FAIL

NEEDS_REVIEW

Dataset Trust Package Console

Dataset Card · pending package

Schema Bundle · pending package

Validation Summary · pending package

Rights Summary · pending package

Sample JSONL · pending package

Trust Document Preview

Dataset Card Preview

Create or select a dataset to preview the dataset card.

Rights Memo Preview

Attach a rights scope before enterprise review.

Validation Report Preview

PASS 0 · FAIL 0 · REVIEW 0

Sample JSONL Preview

Build dataset items to preview sample rows.

Trust Document Readiness

Dataset Card	Needs dataset	Public sample
Rights Memo	Blocked	NDA gated
Validation Report	Needs build	Buyer gated
Sample JSONL	Needs items	Buyer gated

Trust Package Artifact Links

dataset-card.md

Needs dataset

rights-memo.md

Blocked by rights

validation-report.json

Needs build

sample.jsonl

Pending package

Package Browser

Buyer-facing redacted samples with validation and rights signals.

Build dataset items to browse redacted samples.

Persisted Benchmark Runs

Run benchmarks after selecting a dataset.

Data Lineage Trace

Source: Payment Event #pending

1. Payment event2. Project / episode context3. Decision episode4. Preference pair5. Dataset item

Visual Lineage Graph

Lineage Graph Controls: zoom 100% · focus Payment Event · pan (0, 0)(스크롤=zoom, 드래그=pan)

1Payment event

2Project / episode context

3Decision episode

4Preference pair

5Dataset item

Completion Rate 73% | Paywall CTR 8.6% | Purchase Conversion 8.6%

Attribution

0 decision episodes available

Creator Intelligence Center

Creator Intelligence, Creator Journey, Version Compare의 MVP 화면입니다.

Journey source: project event log

Project

No project selected

Current Shot

No shot selected

Loaded Events

Decision Types

Creator Journey · 13 Steps

1. Project kickoff

Producer · No project

Deep link: #1-project-kickoff

Rights-backed project and target market context · events 0

2. Episode outline

Writer · No project

Deep link: #2-episode-outline

Episode goal and opening/ending hook · events 0

3. Scene metadata

Writer · No project

Deep link: #3-scene-metadata

Scene goal, emotion arc, and commercial context · events 0

4. Shot breakdown

Writer · No project

Deep link: #4-shot-breakdown

Shot intent and production unit selection · events 0

5. Script version

Writer · No project

Deep link: #5-script-version

Before/after script drafts and version history · events 0

6. Story option choice

Writer · No project

Deep link: #6-story-option-choice

Chosen/rejected story options and reason code · events 0

7. Prompt creation

Creator · No project

Deep link: #7-prompt-creation

Prompt body, negative constraints, and generation context · events 0

8. Asset candidate

Creator · No project

Deep link: #8-asset-candidate

Generated/uploaded media candidates · events 0

9. Asset selection

Creator · No project

Deep link: #9-asset-selection

Selected/rejected media and ASSET preference pair · events 0

10. Web NLE action

Creator · No project

Deep link: #10-web-nle-action

Cut, subtitle, BGM, hook, and paywall directing logs · events 0

11. Review revision

Reviewer · No project

Deep link: #11-review-revision

Timecode comment, revision request, approval, and REVISION pair · events 0

12. Payment signal

Data · No project

Deep link: #12-payment-signal

Audience, paywall, and revenue-labeled outcomes · events 0

13. Dataset package

Data · No project

Deep link: #13-dataset-package

Dataset build, validation, export, lineage, and trust package · events 0

Creator Intelligence

Behavior Signals

No project events loaded yet

Decision Profile

Tracks selection behavior, rejected candidates, revision loops, review outcomes, and dataset handoff readiness.

Creator Radar

Story Judgment0%

story/script decisions

Visual Direction0%

prompt, asset, and NLE actions

Revision Discipline0%

review and approval loops

Revenue Alignment0%

audience/payment signals

Data Contribution0%

dataset handoff evidence

Data Contribution

Preference signal

Directing signal

Review signal

Commercial signal

Creator Performance Metrics

Preference Win-rate0%

selected-vs-rejected outcomes

Per-user Decision Density1 events/user

event density over writer, creator, data lanes

Commercial Lift Coverage0%

payment/performance evidence share

Version Compare

Version Diff Viewer uses persisted creative event before/after state when available.

Syntax-aware Diff Highlights

Script Version Compare

before 3 tokens · after 5 tokens · changed 4

Timeline Revision Compare

before 2 tokens · after 2 tokens · changed 2

Dataset Export Compare

before 2 tokens · after 3 tokens · changed 3

Side-by-side Diff Preview · Before

Earlier script draft

Side-by-side Diff Preview · After

Selected or revised story path

Artifact	Source	Before	After	Status
Script Version Compare	waiting-for-	Earlier script draft	Selected or revised story path	Needs writer events
Timeline Revision Compare	waiting-for-	Submitted timeline	Reviewed revision	Needs review flow
Dataset Export Compare	waiting-for-	Pre-validation dataset	Validated export package	Needs dataset handoff

Benchmark & Demo Center

Benchmark Result, Demo Mode, Buyer Trust Review Portal의 MVP 화면입니다.

Package: Select a project

Benchmark Result

Benchmark	Task	Metric	Baseline	Target
Hook Prediction	Predict next-episode click lift from script, scene intent, and hook type.	AUC	0.62	0.72
Directing Preference	Choose the stronger selected cut against rejected generated candidates.	Pairwise Accuracy	68%	78%
Paywall Conversion	Estimate positive conversion lift for paywall-adjacent scene placement.	Top-k Lift	1.0x	1.4x

Demo Mode

Producer Demo

1.Create rights-backed project
2.Build episode and shot
3.Submit review trace
4.Export trust package

Demo Seed Pack

Seed project

Create or select a project

Rights scope

required

Event log

load events

Package path

Select a project

Demo setup

not prepared

Persisted Demo Fixtures

NOT PREPARED

Scenario Producer Demo · saved Not saved

Benchmark Run Snapshot

Run	Split	Metric	Baseline	Target	Latest
Hook Prediction	story-hook-v0.1	AUC	0.62	0.72	No project
Directing Preference	directing-pref-v0.1	Pairwise Accuracy	68%	78%	No project
Paywall Conversion	paywall-conv-v0.1	Top-k Lift	1.0x	1.4x	No project

Evaluation Job Queue

Hook Prediction Eval Job

blocked · baseline-ranker-v0 · story-hook-v0.1

Directing Preference Eval Job

blocked · baseline-ranker-v0 · directing-pref-v0.1

Paywall Conversion Eval Job

blocked · reward-model-v0 · paywall-conv-v0.1

Buyer Trust Review Portal

Buyer-safe package preview with schema, redacted examples, and benchmark summary.

Rights memoBlocked

Redacted sampleNo project

Benchmark summaryHook, directing, paywall

Event evidenceNeeds event log

Public Sample Package Viewer

Public-facing dataset card and limited manifest preview for enterprise review.

Dataset Card

No project selected

Schema Coverage

decision, pair, action, revenue

License View

Rights pending

Guided Tour

Role-specific walkthrough steps are defined by the selected demo mode.

Current tour: Producer Demo

Guided Tour Callouts

Active target · Demo Seed Pack

Create rights-backed project

Target anchor: data-tour-anchor="demo-seed-pack"

Overlay position: bottom-start

Mobile fallback: inline-below

Routed overlay: /datasets?tour=producer#demo-seed-pack

Buyer Package Browser

Dedicated package records for B2B and public sample review.

Record	Visibility	Access Control
dataset-card.md	Public sample	No raw creator or audience IDs
sample.jsonl	Buyer gated	Redacted source IDs and aggregate cohorts
benchmark-summary.json	Buyer gated	Use default benchmark contract
rights-memo.md	NDA gated	Rights pending

Buyer Artifact Downloads

dataset-card.md

No project

sample.jsonl

No project

benchmark-summary.json

No project

rights-memo.md

No project

Signed Buyer Access

buyer-demo@example.com

redacted sample + benchmark summary · No project

public-sample

dataset card + manifest only · Open preview

nda-review

rights memo signed URL · Blocked

Public Access Matrix

Public viewer

Dataset card, schema list, license summary

B2B buyer

Redacted samples, benchmark report, rights memo

Internal data

Package manifest, lineage evidence, validation errors

Immutable Public Manifest

manifest_id

pub-pending

schema_version

commercial-s2v-v0.1

content_hash

sample-fixture-hash

fixture_saved_at

Not saved

Project Journey · Production Milestones

프로젝트를 선택하세요

프로젝트를 선택하면 milestone이 표시됩니다.

Security & Privacy Center

Rights scope, PII guard, role-based permissions, and consent posture for the selected project.

Rights Scope

Not attached

Select a project to view its rights scope.

PII Column Guard (CSV import)

Imports rejecting these columns at parse time, before any row is persisted. Source of truth: app/services/import_service.py.

user_id
email
phone
name
ip
ip_address
device_id
advertising_id

Role Permission Matrix

Area	ADMIN	PRODUCER	WRITER	CREATOR	REVIEWER	DATA	FINANCE
Project structure	Full	Write	Write	Read	Read	Read	Read
Writer (script/story)	Full	Write	Write	—	—	—	—
Creator (prompt/asset/render)	Full	Write	—	Write	—	—	—
Generation (provider/budget/jobs)	Full	Write	—	Run	—	—	—
Timeline edit + compare	Full	Write	—	Write	Write	—	—
Review decisions	Full	Write	—	Write	Write	—	—
Settlements (financial)	Full	Manager	—	—	—	Manager	Approver
Operations · tasks/artifacts	Full	Write	—	—	—	Write	Read
Lineage trace	Read	Read	—	—	—	Read	Read
Governance · consent/profile	Write	Write	—	—	—	Read	—

Audit Posture

Settlement audit:CREATED → APPROVED → EXPORTED, immutable per-statement snapshot
Artifact signing:HMAC-SHA256 with server secret + TTL
Lineage trace:role-gated to ADMIN/PRODUCER/DATA/FINANCE
CSV import safety:formula injection blocked, 50k row cap

Inbox · Tasks & SLA

프로젝트를 선택하세요

Total: 0
Open: 0
Overdue: 0
Escalated: 0
High Priority: 0

표시할 작업이 없습니다.

Operations Center

Inbox / Notification, Security & Privacy Center, Role Permission Matrix를 한 곳에서 봅니다.

Tasks -

Artifacts -

Eval Jobs -

Buyer Grants -

Inbox / Notification

Rights

Rights scope missing

Create or attach a rights scope before export.

High

Production

Writer shot not selected

Build hierarchy in Writer Studio to unlock creator actions.

Medium

Logs

Event log not loaded

Load project events to audit decisions and notifications.

Medium

Persisted Task Inbox

Tasks are derived from saved project, rights, and creative event records.

Task	Source	Status	Next
Rights gate	no-project	BLOCKED	Attach rights scope
Review requests	no-event	WAITING	Open Review Console
Validation failures	no-event	WAITING	Open Dataset Console
Import errors	no-event	NO ERRORS	Review preview rows

Task Assignee Workflow

No task assignment saved

Operational Record Controls

Task status, evaluation execution, artifact manifest, and buyer access records are loaded from the Operations API.

Latest Task

No task records

Latest Artifact

No artifact manifests

Evaluation Worker

No evaluation jobs

Buyer Access

No buyer grants

SLA Sweep

No SLA sweep run

Full Worklist Hardening Coverage

P0 Core

0 tracked tasks / target 15

P1 Expansion

0 tracked tasks / target 8

P2 Later

0 tracked tasks / target 5

Notification Delivery Channels

In-app

Waiting for task records

task_records

Email digest

Pending bundle

task metadata.delivery_channels

Webhook

Pending bundle

task metadata.delivery_channels

Worker Evaluation Results

Create hardening bundle to queue six benchmark worker jobs.

Security & Privacy Center

User Status

Signed out

Project Rights

Needs rights scope

PII Gate

Blocked until rights scope exists

Restricted Uses

No public redistribution, no creator re-identification

Anonymization Report

Surface	Status	Evidence
Audience identifiers	Hash or aggregate	CSV import rejects email, phone, IP, device, advertising IDs
Creator identity	Internal only	Buyer-facing packages show creator pool labels instead of direct names
Payment cohorts	Segment-level	Revenue rows use viewer_cohort_id and attribution confidence
Export policy	Blocked	No rights scope selected

Privacy Report Export Queue

Download bundle readiness for anonymization, privacy risk, and restricted-use evidence.

anonymization-report.md

Blocked

Data

privacy-risk-summary.json

Blocked

Security

restricted-use-policy.md

Ready

Legal

Immutable Report Bundle

privacy-bundle.manifest.json

Blocked

no-rights-hash

anonymization-report.md

Included

anon-policy-v1

restricted-use-policy.md

Included

restricted-use-v1

Artifact Download Manifests

project-artifacts.manifest.json

Create hardening bundle to attach local storage URI

Pending

local contract pending

trust-package.manifest.json

Create hardening bundle to attach local storage URI

Pending

local contract pending

public-sample-package.manifest.json

Create hardening bundle to attach local storage URI

Pending

local contract pending

Audit Evidence Viewer

Creative event log

No events loaded

Rights evidence

Missing rights scope

Current actor

Signed out

Selected work unit

No shot selected

Buyer Trust Routes

Buyer grants and public sample manifests resolve to trust review download workspaces.

nda-review · Pending grant

/buyer-grants/projects/{projectId}

public-sample · Routed UX ready

/public-samples/projects/{projectId}

Rights Management

Training rights, external licensing, derivative data, and privacy gates attached to the selected project.

No rights scope

Content Distribution

Missing

Internal Training

Missing

External Licensing

Missing

Model Training

Missing

Derivative Data

Missing

PII Removed

Missing

Territory

Missing

Duration

Missing

Rights Memo Preview

Enterprise data-room summary for training rights, licensing, privacy, and restricted-use review.

Training Scope

Missing rights scope

Commercial License

Missing rights scope

Privacy Gate

Missing rights scope

Restricted Uses

No public redistribution or creator re-identification

Rights Memo Artifact Links

rights-memo.md

Blocked by missing rights

trust-package.manifest.json

Blocked by missing rights

privacy-bundle.manifest.json

Blocked by missing rights

Role Permission Matrix

ADMIN

Create projects, rights scopes, exports, and packages

PRODUCER

Create projects, manage production and review flow

WRITER

Create scripts, scenes, shots, and story options

CREATOR

Create prompts, assets, and production candidates

REVIEWER

Review timelines and request revisions

DATA

Build, validate, import, trace, and package datasets

Creator Benefits & Settlement Center

Creator Benefits Portal and Settlement readiness for rights-cleared dataset commercialization.

No project selected

Creator Benefits Portal

Needs agreement

Benefit Gate	Current Signal	Status
Training Consent	Waiting for rights scope	Missing
Revenue Share	Creator share required before external data licensing	Policy
Rights Scope	Attach scope to unlock creator benefit terms	Missing
Creator Anonymization	Creator identifiers stay internal for buyer-facing packages	Required

Signed Agreement Storage

Agreement ID

No project

Storage Status

Not stored

Consent Gate

Needs agreement

Creator Benefit Statement

Events 0

Agreement owner

Producer / Finance

Statement status

Project required

Ledger basis

No event log loaded

Payout gate

Requires settlement schema and finance approval

Statement Workflow

No statement created

Status

NONE

Total

Entries

Audit Trail

Latest action

NONE

Audit events

Export artifact

Pending

No audit events loaded

Payout Execution Queue

Not queued

Finance Approval

Waiting for approval

Finance Export Package

Pending export artifact

Queue Payout은 statement가 APPROVED 또는 EXPORTED 상태가 된 뒤 활성화됩니다.

Settlement

Preview ledger only. Final payout requires settlement schema, approval workflow, and exportable statements.

Ledger Item	Source	Preview Amount	Status
Content Revenue Share	Short-drama distribution	Locked	NEEDS_CONSENT
Data License Bonus	Dataset package licensing	Pending	NEEDS_EVENT_LOG
Review / Revision Bonus	Approved revision and preference pairs	Pending	POLICY_DRAFT

Creator Benefits Portal

Minimum Guarantee, Revenue Share, and bonus payouts visible per project.

Select a project to view its creator benefits.

Buyer Trust Review Grants

Buyer trust review를 위한 buyer access grant 목록입니다. 포털 URL을 복사해 외부 buyer에게 전달합니다.

프로젝트를 먼저 선택하세요.

Screen Planning Implementation Matrix

화면기획서 28개 항목을 API, 워크스페이스, 라우티드 UX 기준으로 추적합니다.

API-backed 19Workspace Surface 8Routed UX 1

P0 Core Screen Coverage · 15

Screen	Readiness	Evidence	Next Action
Login	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Session form, auth API client, persisted bearer session, current-user chip, and role-routing preview are wired in the shell.	Operationalized via hardening bundle: move role-routing preview into real routed pages.
Dashboard	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Profit Engine Console renders KPI cards, project context, selected shot, event count, all major work panels, and saved dashboard layouts synced to account preferences with browser fallback.	Operationalized via hardening bundle: move role-specific layouts into routed workspaces.
Project List	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Project create/list/select table, project event loading, search, local pagination, and persisted account-level filter controls are available from the main console.	Operationalized via hardening bundle: add saved-filter sharing for team workspaces.
Project Detail	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Project Detail cards show title, rights scope, selected shot, owner, dataset gate, production gate, artifact summary, and immutable artifact link previews.	Operationalized via hardening bundle: back artifact links with local artifact manifests.
Writer Studio	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Episode, scene, shot, script version, story option, KPI, metadata, version history, AI cliffhanger suggestions, and model-generated story candidates are present.	Operationalized via hardening bundle: replace static candidate prompts with live prompt-service output.
Story Option Modal	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Chosen/rejected story options can be compared, multiple rejected alternatives can be selected, reason-coded, and sent into STORY preference-pair payloads.	Operationalized via hardening bundle: reconcile bulk pair counts with backend analytics.
Creator Studio / Web NLE	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Creator preview, prompt/asset creation, media preview fallback, property panel, generated frame thumbnails, Web NLE Lite actions, tracks, markers, and review handoff are wired.	Operationalized via hardening bundle: replace text thumbnails with renderer-generated image frames.
Asset Select Modal	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Chosen/rejected asset candidates can be compared with side-by-side media previews, visual quality annotations, asset-service quality analysis persistence with browser fallback, reason codes, and ASSET pair confirmation.	Operationalized via hardening bundle: compute quality scores from rendered media frames.
Review Console	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Timeline review request, reviewer assignment task records with browser fallback, timecode comment, revision request, revised timeline submit, approval, and REVISION pair creation are available.	Operationalized via hardening bundle: add reviewer workload and SLA views.
MM-RLHF Data Console	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Dataset console surfaces decision episodes, preference pairs, directing actions, revenue events, attribution, validation, lineage, item stream filters, and account preference-backed saved filter presets.	Operationalized via hardening bundle: add team-shared validation views.
Dataset Builder	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Dataset create/build/validate/export/package lifecycle is exposed with item counts, validation status, incremental build preview, and backend build-preview dry-run counts.	Operationalized via hardening bundle: add build-preview diffs by source object.
Rights Management	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Rights scope flags, PII gate, territory, duration, restricted-use policy, rights memo preview, and rights memo artifact links are visible from Operations Center.	Operationalized via hardening bundle: bind rights memo links to trust-package exports.
Import Center	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Payment, performance, asset, subtitle, and benchmark CSV preview/import paths are selectable, with rejected-row CSV generation and account preference-backed rejected-row export summary.	Operationalized via hardening bundle: upload rejected-row exports to file storage.
Validation Error Resolution	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	FAIL/NEEDS_REVIEW items can be listed, assigned into task records with browser fallback, and resolved, with resolution status feeding back into validation counts.	Operationalized via hardening bundle: add SLA and escalation rules to validation tasks.
Data Lineage Trace	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Payment-event lineage renders visual graph nodes, edges, missing-link gaps, dataset item trace steps, and zoom/focus graph controls.	Operationalized via hardening bundle: replace the MVP graph with a pan/zoom canvas graph.

P1 Expansion Screen Coverage · 8

Screen	Readiness	Evidence	Next Action
Creator Intelligence	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Creator Intelligence Center summarizes project, shot, event types, behavior signals, decision profile, creator radar, data contribution, and creator performance metrics.	Operationalized via hardening bundle: compute win-rate and per-user performance from persisted creator profiles.
Creator Journey	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Creator Journey derives a 13-step readiness view with row-level deep-link anchors from project event types across writer, creator, review, payment, and data handoff.	Operationalized via hardening bundle: map deep-link anchors to routed episode, scene, shot, and decision timeline pages.
Dataset Trust Package Console	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Dataset Console exposes package manifest counts, trust document preview, document readiness, trust package artifact links, rights summary, validation summary, export URI, and hash.	Operationalized via hardening bundle: attach document links to immutable package downloads.
Benchmark Result	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Benchmark & Demo Center reads persisted benchmark runs, Operations Center can load evaluation jobs, and queued jobs can be marked executed through the Operations API.	Operationalized via hardening bundle: replace manual job execution with worker-run model evaluations.
Inbox / Notification	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Operations Center surfaces project notifications plus first-class task records, assignee workflows, and task status update controls backed by the Operations API.	Operationalized via hardening bundle: add notification delivery channels.
Version Compare	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Creator Intelligence Center includes a Version Diff Viewer with side-by-side before/after preview and syntax-aware diff highlights using persisted creative event state when available.	Operationalized via hardening bundle: replace token counts with syntax parsers for script bodies and timeline tracks.
Security & Privacy Center	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Operations Center shows user status, rights scope detail, PII gate, restricted-use policy, anonymization report, privacy report export queue, immutable report bundle, and audit evidence viewer.	Operationalized via hardening bundle: seal the report bundle with exported package artifacts.
Demo Mode	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Benchmark & Demo Center provides role-specific walkthroughs, account preference-backed demo fixture state, demo seed readiness, and a one-click Prepare Demo Seed control.	Operationalized via hardening bundle: load demo fixtures from routed workspace fixtures.

P2 Later Screen Coverage · 5

Screen	Readiness	Evidence	Next Action
Creator Benefits Portal	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Benefits & Settlement Center loads project benefit terms, consent gates, statement readiness, and signed creator agreement storage task records with browser fallback.	Operationalized via hardening bundle: connect agreement storage to creator-facing delivery and e-signature records.
Settlement	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Benefits & Settlement Center exposes preview ledger, statement workflow, audit events, export artifact manifests, payout execution task records, and finance export package state.	Operationalized via hardening bundle: connect payout execution tasks to finance-system settlement export.
Buyer Trust Review Portal	API-backed 핵심 액션이 로컬 API, 저장소, 테스트 가능한 workflow와 연결됨	Buyer grant records expose signed portal URLs, the token-scoped Buyer Trust Review Portal loads manifests, shows Buyer Decision Summary, gates downloads behind NDA acknowledgement, and resolves artifact download URLs.	Operationalized via hardening bundle: add buyer-side package comparison and sales handoff status.
Guided Tour	Workspace Surface 전용 route가 아니라 상위 워크스페이스의 패널 또는 섹션으로 제공됨	Demo Mode defines role-specific walkthrough steps, current tour context, real data-tour-anchor targets, active overlay contract, desktop position, and mobile inline fallback.	Operationalized via hardening bundle: connect overlay scroll/focus to routed workspace anchors.
Public Sample Package Viewer	Routed UX 전용 URL과 사용자가 검토/탐색/다운로드 판단을 수행하는 화면 UX가 존재함	The public sample route exposes public sample readiness, row preview, package browser, artifact download gates, and Buyer Trust Review handoff on top of the immutable manifest contract.	Operationalized via hardening bundle: serve public package browser rows from exported immutable manifests.

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