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When [situation], I want to [motivation], so I can [expected outcome].When I'm commuting to work, I want to catch up on industry news,
so I can appear informed in morning meetings.When [situation], I want to [motivation], so I can [expected outcome].When I'm commuting to work, I want to catch up on industry news,
so I can appear informed in morning meetings.| Dimension | Description | Example |
|---|---|---|
| Functional | Practical task to accomplish | "Transfer money to a friend" |
| Emotional | How user wants to feel | "Feel confident I didn't make a mistake" |
| Social | How user wants to be perceived | "Appear tech-savvy to peers" |
| 维度 | 描述 | 示例 |
|---|---|---|
| 功能性任务 | 需要完成的实际工作 | "给朋友转账" |
| 情感性任务 | 用户希望获得的感受 | "对自己没犯错感到放心" |
| 社会性任务 | 用户希望给他人留下的印象 | "在同行面前显得精通技术" |
undefinedundefinedundefinedundefined┌─────────────────────────────────────┐
│ CUSTOMER PROFILE │
├─────────────────────────────────────┤
│ JOBS │
│ • Functional jobs (tasks) │
│ • Social jobs (how seen) │
│ • Emotional jobs (how feel) │
│ │
│ PAINS │
│ • Undesired outcomes │
│ • Obstacles │
│ • Risks │
│ │
│ GAINS │
│ • Required outcomes │
│ • Expected outcomes │
│ • Desired outcomes │
│ • Unexpected outcomes │
└─────────────────────────────────────┘┌─────────────────────────────────────┐
│ CUSTOMER PROFILE │
├─────────────────────────────────────┤
│ JOBS │
│ • Functional jobs (tasks) │
│ • Social jobs (how seen) │
│ • Emotional jobs (how feel) │
│ │
│ PAINS │
│ • Undesired outcomes │
│ • Obstacles │
│ • Risks │
│ │
│ GAINS │
│ • Required outcomes │
│ • Expected outcomes │
│ • Desired outcomes │
│ • Unexpected outcomes │
└─────────────────────────────────────┘┌─────────────────────────────────────┐
│ VALUE MAP │
├─────────────────────────────────────┤
│ PRODUCTS & SERVICES │
│ • What we offer │
│ • Features and capabilities │
│ │
│ PAIN RELIEVERS │
│ • How we eliminate pains │
│ • Risk reduction │
│ • Cost savings │
│ │
│ GAIN CREATORS │
│ • How we create gains │
│ • Performance improvements │
│ • Social/emotional benefits │
└─────────────────────────────────────┘┌─────────────────────────────────────┐
│ VALUE MAP │
├─────────────────────────────────────┤
│ PRODUCTS & SERVICES │
│ • What we offer │
│ • Features and capabilities │
│ │
│ PAIN RELIEVERS │
│ • How we eliminate pains │
│ • Risk reduction │
│ • Cost savings │
│ │
│ GAIN CREATORS │
│ • How we create gains │
│ • Performance improvements │
│ • Social/emotional benefits │
└─────────────────────────────────────┘| Fit Level | Description | Action |
|---|---|---|
| Problem-Solution Fit | Value map addresses jobs/pains/gains | Validate with interviews |
| Product-Market Fit | Customers actually buy/use | Measure retention, NPS |
| Business Model Fit | Sustainable unit economics | Track CAC, LTV, margins |
| 匹配层级 | 描述 | 行动建议 |
|---|---|---|
| 问题-解决方案匹配 | 价值地图覆盖了客户的任务/痛点/收益 | 通过用户访谈验证 |
| 产品-市场匹配 | 客户实际购买并使用产品 | 衡量留存率、净推荐值(NPS) |
| 商业模式匹配 | 具备可持续的单位经济效益 | 跟踪客户获取成本(CAC)、客户生命周期价值(LTV)、利润率 |
| Factor | Build | Buy | Partner |
|---|---|---|---|
| Time to Market | Slow (6-18 months) | Fast (1-3 months) | Medium (3-6 months) |
| Cost (Year 1) | High (dev team) | Medium (license) | Variable |
| Cost (Year 3+) | Lower (owned) | Higher (recurring) | Negotiable |
| Customization | Full control | Limited | Moderate |
| Core Competency | Must be core | Not core | Adjacent |
| Competitive Advantage | High | Low | Medium |
| Risk | Execution risk | Vendor lock-in | Partnership risk |
| 因素 | 自建 | 采购 | 合作 |
|---|---|---|---|
| 上市时间 | 慢(6-18个月) | 快(1-3个月) | 中等(3-6个月) |
| 第一年成本 | 高(需要开发团队) | 中等(授权费用) | 可变 |
| 第三年及以后成本 | 较低(自有资产) | 较高(定期续费费用) | 可协商 |
| 定制化程度 | 完全可控 | 有限 | 中等 |
| 核心竞争力 | 必须是核心业务 | 非核心业务 | 相关业务 |
| 竞争优势 | 高 | 低 | 中等 |
| 风险 | 执行风险 | 供应商锁定风险 | 合作关系风险 |
def build_buy_partner_decision(
strategic_importance: int, # 1-10: How critical to business?
differentiation_value: int, # 1-10: Creates competitive advantage?
internal_capability: int, # 1-10: Do we have skills?
time_sensitivity: int, # 1-10: How urgent?
budget_availability: int, # 1-10: Can we fund build?
) -> str:
"""
Returns recommended approach based on weighted factors.
"""
build_score = (
strategic_importance * 0.3 +
differentiation_value * 0.3 +
internal_capability * 0.2 +
(10 - time_sensitivity) * 0.1 + # Inverse: less urgent = more build
budget_availability * 0.1
)
if build_score >= 7:
return "BUILD: Core capability, invest in ownership"
elif build_score >= 4:
return "PARTNER: Strategic integration with flexibility"
else:
return "BUY: Commodity, use best-in-class vendor"def build_buy_partner_decision(
strategic_importance: int, # 1-10: How critical to business?
differentiation_value: int, # 1-10: Creates competitive advantage?
internal_capability: int, # 1-10: Do we have skills?
time_sensitivity: int, # 1-10: How urgent?
budget_availability: int, # 1-10: Can we fund build?
) -> str:
"""
Returns recommended approach based on weighted factors.
"""
build_score = (
strategic_importance * 0.3 +
differentiation_value * 0.3 +
internal_capability * 0.2 +
(10 - time_sensitivity) * 0.1 + # Inverse: less urgent = more build
budget_availability * 0.1
)
if build_score >= 7:
return "BUILD: Core capability, invest in ownership"
elif build_score >= 4:
return "PARTNER: Strategic integration with flexibility"
else:
return "BUY: Commodity, use best-in-class vendor"undefinedundefinedundefinedundefined| Criterion | Weight | Score (1-10) | Weighted |
|---|---|---|---|
| Market opportunity | 20% | ||
| Strategic fit | 20% | ||
| Competitive position | 15% | ||
| Technical feasibility | 15% | ||
| Financial viability | 15% | ||
| Team capability | 10% | ||
| Risk profile | 5% | ||
| TOTAL | 100% |
| 评估标准 | 权重 | 得分(1-10) | 加权得分 |
|---|---|---|---|
| 市场机会 | 20% | ||
| 战略契合度 | 20% | ||
| 竞争地位 | 15% | ||
| 技术可行性 | 15% | ||
| 财务可行性 | 15% | ||
| 团队能力 | 10% | ||
| 风险状况 | 5% | ||
| 总分 | 100% |
| Principle | Application |
|---|---|
| Customer-first | Start with jobs, not features |
| Evidence-based | Validate assumptions with data |
| Strategic alignment | Every initiative serves the mission |
| Reversible decisions | Prefer options that preserve flexibility |
| 原则 | 应用场景 |
|---|---|
| 客户优先 | 从客户任务出发,而非功能 |
| 基于证据 | 用数据验证假设 |
| 战略对齐 | 每一项举措都服务于企业使命 |
| 决策可逆 | 优先选择保留灵活性的方案 |
market-analysis-patternsbusiness-case-analysisrequirements-engineeringmarket-analysis-patternsbusiness-case-analysisrequirements-engineering