01 Scenario diagnosis
Define the work type, output standard, risk boundary, and measurable result.
AI Scenario Validation
When a team knows it needs AI but does not know where to start, validate one deliverable and reviewable AI work product first.
4-8 weeks, one real workflow
02 Material and workflow mapping
Map sample materials, current process, human review points, and system touchpoints.
03 AI work product prototype
Build a demonstrable and reviewable workflow prototype.
04 Evaluation and rollout path
Use feedback to decide whether to productize, integrate, or stop.
AI 工作台 · Eureka
OverviewEvidenceReview logOutputs
Source mapping ESG report · page 32 · metric E1-3
09:21 Number consistency check Compared disclosure source and appendix
09:24 Terminology review Environmental glossary v1.3
09:28 Exception tagging 2 mismatches marked for review
09:31 Review conclusion 2 revisions suggested, 38 confirmed
09:33 AI output preview
ESG consistency report
| Location | Source | Action |
|---|---|---|
| P32 | 3,125 | 3,215 |
| Table 3 | 12.4% | 12.7% |
Discuss a candidate workflow
Share only low-sensitivity information first. We will help decide whether it deserves a validation project.
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Start by choosing the work type. No files or sensitive details are required.
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