行业知识 · v2.3.0 · 资料核对 2026-10-03
AI Opportunity Brief
1. Decision requested
- Decision:
- Decision owner:
- Date / horizon:
2. User and task
- Primary user:
- Trigger and job to be done:
- Current workflow:
- Frequency / volume:
- Current time, cost, error, or risk:
- Evidence and source:
3. Problem and root cause
- Observed problem:
- Root-cause hypothesis:
- Consequence of no change:
- Current workaround and why it persists:
4. Options
| Option | Expected value | Feasibility | Risk | Cost/time | Evidence needed |
|---|---|---|---|---|---|
| Process / rule / search | |||||
| AI bounded subtask | |||||
| AI end-to-end workflow | |||||
| Do nothing |
5. Proposed experiment
- Hypothesis:
- Prototype / test:
- Representative participants or samples:
- Baseline:
- Success and guardrail thresholds:
- Time box and budget:
- Go / change / stop rule:
6. Boundaries
- Included users/tasks:
- Excluded users/tasks:
- Data and permissions:
- Maximum autonomy:
- Human review:
- Unacceptable failures: