L1 Assessment Center#

Path: /assessment

The assessment center is the first step of enterprise AI transformation, helping enterprises fully understand their AI maturity and readiness.

Overview#

Path: /assessment/overview

The home page shows 8 feature entry cards:

Feature	Path	Description
Enterprise Profile	/assessment/enterprises/{id}/profile	Four-dimension digital profile (digitalization/AI/IT/data)
Readiness Assessment	/assessment/readiness	Enterprise AI maturity assessment
Business Discovery	/assessment/enterprises/{id}/business-map	AI-automated discovery of business processes and pain points
Opportunity Discovery	/assessment/enterprises/{id}/opportunities	AI-discovered AI application opportunities
Survey Center	/assessment/surveys	Manage assessment surveys
Evidence Center	/assessment/evidences	Cross-assessment evidence aggregation and conflict detection
AI Interview	/assessment/readiness?tab=interview	Multi-round in-depth AI interviews
Assessment Package	/assessment/readiness?tab=package	Standard L1→L2 handoff package

AI action buttons:

• AI Re-analyze: trigger AI to re-evaluate the current profile
• AI Generate Report: automatically generate the assessment report
• AI Improvement Suggestions: AI improvement advice based on results

Enterprise Profile#

Path: /assessment/enterprises/{id}/profile

The enterprise profile depicts the digital status along four dimensions:

Dimension	Key	Description
Digitalization	digital	Digital infrastructure level
AI	ai	AI application and capability level
IT	it	IT architecture and system maturity
Data	data	Data management and analytics capability

Steps:

1. Click the Enterprise Profile card in the assessment center
2. View the four-dimension radar chart/scores
3. Click a dimension for detailed indicators
4. AI automatically updates profile scores based on surveys and evidence

Business Discovery & Opportunity Discovery#

Business Discovery path: /assessment/enterprises/{id}/business-map

AI automatically discovers business processes and identifies core, support and management processes. Each process record includes:

• Pain point severity (low/medium/high/critical)
• Automation level (none/partial/high/full)
• AI application intensity (low/medium/high)

Opportunity Discovery path: /assessment/enterprises/{id}/opportunities

AI automatically discovers AI application opportunities based on the business profile:

Type	Description
ai_assistant	AI assistant
ai_design	AI design
ai_procurement	AI procurement
ai_sales	AI sales
ai_rnd	AI R&D
knowledge_base	Knowledge base
process_automation	Process automation
decision_support	Decision support

Opportunity states:

Readiness Assessment#

Path: /assessment/readiness

The core L1 feature, assessing enterprise AI maturity across 6 dimensions:

Dimension	Key	Weight (RAG example)
Strategy	strategy	10%
Governance	governance	10%
Talent	talent	15%
Data	data	35%
Technology	tech	25%
Culture	culture	5%

💡 Weights differ per AI Pattern (RAG/AGENT/WORKFLOW/LLM/ML/HYBRID/ASSISTANT_SUITE); the system selects weights automatically by scenario type.

Assessment publishing states:

State	Description
draft	Draft, initial creation
interview	Interview stage, collecting survey and interview data
evidence	Evidence collection stage
scoring	Scoring stage, AI-assisted scoring
review	Review stage, conflict detection and manual review
published	Published, scores locked

Steps:

1. Click New Assessment to create
2. Fill in basic info (enterprise, scope)
3. Advance through the flow: draft → interview → evidence → scoring → review → published
4. In the interview stage, use AI Interview for multi-round conversational interviews
5. In the evidence stage, upload and manage assessment evidence
6. In the scoring stage, the system scores automatically and flags conflicts (gap > 1.0 points)
7. In the review stage, review scores and resolve conflicts
8. After publishing, generate the Assessment Package to hand off to L2

Assessment comparison (/assessment/readiness/compare): compare multiple assessment results and view per-dimension score trends.

Survey Management#

Path: /assessment/surveys

Manage assessment surveys. Lifecycle: create → edit → publish → fill → view responses.

Related pages:

Page	Path	Description
Survey list	/assessment/surveys	Survey list and status management
Survey editor	/assessment/surveys/{id}/edit	Edit questions
Survey filling	/assessment/surveys/{id}/fill	Respondent filling page
Responses	/assessment/surveys/{id}/responses	View all responses

Tiered views (by role):

Capability	owner/admin	member
Create/edit/publish/export surveys, AI-generated surveys	✅	❌ (buttons hidden, backend hard gate)
Full response details (with respondent identity)	✅	❌
Own responses	✅	✅ (own only)
Anonymous response summary (no identity)	✅	✅

🔒 Members see their own answering entry and summary view in the survey list; details involving others' identities are visible to management roles only.

Evidence Center#

Path: /assessment/evidences

Aggregates evidence across all assessments.

Evidence types:

Type	Description
document	Document
image	Image
pdf	PDF file
excel	Excel spreadsheet
word	Word document
url	External link
meeting_note	Meeting minutes
chat_log	Chat log
policy	Policy document
screenshot	Screenshot
text	Plain text

Core capabilities:

• Evidence upload: multiple formats supported
• Evidence linking: link evidence to assessment dimensions
• Conflict detection: automatically detect contradictions between evidence
• Cross-assessment aggregation: the same evidence can be referenced by multiple assessments

Assessment Package & Publishing Gates#

The Assessment Package is the standard L1→L2 handoff.

Package states:

State	Description
draft	Draft, content being edited
reviewed	Reviewed
published	Published, can be handed to L2
frozen	Frozen, no longer modifiable

Package contents: assessment report, scoring matrix, evidence summary, AI insights and suggestions.

After handoff, continue in the L2 Decision Center; see the Business Flow.